ISMB 2025

This is a list of all sessions at ISMB 2025.

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Showing 729 talks

When?RoomSpeakerTitleSessionAbstract
14 July 09:00-18:00 (add to calendar) -Tutorial VT1: Visualising and interpreting your -omics results using ggplot2 and RTutorialsThis full-day tutorial introduces participants to the principles of impactful data visualisation and equips them with the skills to create publication [...]
14 July 09:00-13:00 (add to calendar) -Tutorial VT6: Beyond Bioinformatics: Snakemake for Versatile Computational WorkflowsTutorialsSnakemake is a powerful, Python-based workflow management system that revolutionises how computational tasks are designed, executed and reproduced. By [...]
14 July 14:00-18:00 (add to calendar) -Tutorial VT5: Comprehensive Bioinformatics and Statistical Approaches for High-Throughput Sequencing Data Analysis, Including scRNA-seq, in Biomarker DiscoveryTutorialsWith the significant advancements in genomic profiling technologies and the emergence of selective molecular targeted therapies, biomarkers have playe [...]
14 July 14:00-18:00 (add to calendar) -Tutorial VT8: Generative AI for Single-Cell Perturbation Modeling: Theoretical and practical considerationsTutorialsSingle-cell perturbation modelling is revolutionising how we understand the effects of genetic interventions, drugs, and cellular stimulants on molecu [...]
15 July 09:00-18:00 (add to calendar) -Tutorial VT2: OmicsViz: Interactive Visualization and ML for Omics DataTutorialsData Science and Machine Learning are intricately connected, particularly in computational biology. In a time when biological data is being produced o [...]
15 July 09:00-13:00 (add to calendar) -Tutorial VT3: Computational approaches for deciphering cell-cell communication from single-cell transcriptomics and spatial transcriptomics dataTutorialsTissues and organs are complex and highly-organized systems composed of diverse cells that work together to maintain homeostasis, drive development an [...]
15 July 09:00-13:00 (add to calendar) -Tutorial VT9: Biomedical text mining for knowledge extractionTutorialsModern bioinformatics analyses rely heavily on the existing knowledge of the role of genes and mutations in different diseases, as well as the complex [...]
15 July 14:00-18:00 (add to calendar) -Tutorial VT4: An applied genomics approach to crop breeding: A suite of tools for exploring natural and artificial diversityTutorialsThe urgent need for crop improvement is hindered by the lack of precision in crop breeding. Although significant progress has been made in genomics, m [...]
15 July 14:00-18:00 (add to calendar) -Tutorial VT7: Assessing and Enhancing Digital Accessibility of Biological Data and VisualizationsTutorialsAs computational biologists, we produce biological datasets, visualizations, and computational tools. Our shared goal is to make our data and tools wi [...]
20 July 09:00-09:00 (add to calendar) 02NStudent Council SymposiumSCS: Student Council Symposium
20 July 09:00-09:30 (add to calendar) 02NTBDSCS: Student Council Symposium
20 July 09:00-10:45 (add to calendar) 11ATutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModelsTutorialsOmics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...]
20 July 09:00-10:45 (add to calendar) 03ATutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resourceTutorialsThis tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...]
20 July 09:00-10:45 (add to calendar) 04ABTutorial IP3: Genomic Variant Interpretation & prioritisation for clinical researchTutorialsThe interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...]
20 July 09:00-10:45 (add to calendar) 03BTutorial IP4: Quantum Machine Learning for multi-omics analysisTutorialsSingle-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...]
20 July 09:00-10:45 (add to calendar) 12Tutorial IP5: Introduction to Causal Analysis using Mendelian RandomisationTutorialsMendelian randomisation (MR) is a method that uses genetic variation associated with an exposure (e.g., behaviours, biomarkers) to infer its causal ef [...]
20 July 09:00-10:45 (add to calendar) 11BCTutorial IP6: Hello Nextflow: Getting started with workflows for bioinformaticsTutorialsNextflow is a powerful and flexible open-source workflow management system that simplifies the development, execution, and scalability of data-driven [...]
20 July 09:30-09:45 (add to calendar) 02NMirko TreccaniNutri-omics: how omics investigation can help designing personalized nutrition researchSCS: Student Council Symposium(Poly)phenols (PPs) are a group of bioactive compounds found in plant-based food, widely consumed within diet. Several studies have reported the benef [...]
20 July 09:45-10:00 (add to calendar) 02NKiran Kumar EripoguNocardia Genomes are a Large Reservoir of Diverse Gene Content, Biosynthetic Gene Clusters, and Species-specific GenesSCS: Student Council SymposiumNocardia, an opportunistic pathogenic bacterial genus, remains underexplored in terms of biosynthetic potential, gene content, and evolutionary histor [...]
20 July 10:00-10:05 (add to calendar) 02NVictor GrentzingerLifting the veil on Challenging Medically Relevant GenesSCS: Student Council SymposiumWhile the cost of DNA sequencing has never been cheaper, a number of genetic diseases remain difficult to diagnose. Nearly 400 medically relevant gene [...]
20 July 10:05-10:10 (add to calendar) 02NAlžbeta RástockáAccuRate: A Tool Supporting Genotype–Phenotype Analysis and Causal Mutation Discovery in SoybeanSCS: Student Council SymposiumSoybean is one of the world’s most significant crops, serving as an indispensable source of high-quality plant protein and oil for both human and live [...]
20 July 10:10-10:15 (add to calendar) 02NRitchie YuEarly colorectal cancer detection with deep learning on ultra-shallow whole genome sequencing of cell-free DNASCS: Student Council SymposiumEarly detection of cancer can mitigate adverse patient outcomes by reducing the time to intervention and treatment. Cell-free DNA (cfDNA) circulating [...]
20 July 10:15-10:30 (add to calendar) 02NMegha HegdeDNA-DistilBERT: A small language model for non-coding variant effect prediction from human DNA sequencesSCS: Student Council SymposiumGenetic variants have been associated with changes in disease risk. Historically, research has focused on coding variants; however, emerging research [...]
20 July 10:30-10:45 (add to calendar) 02NGuillermo Prol CasteloGenerative AI for Childhood and Adult Cancer ResearchSCS: Student Council SymposiumCancer is one of the most common causes of death worldwide, and its complexity makes it especially challenging to study. Despite ongoing progress in c [...]
20 July 11:00-11:05 (add to calendar) 02NRaúl Fernández-DíazAutoPeptideML 2: An open source library for democratizing machine learning for peptide bioactivity predictionSCS: Student Council SymposiumPeptides are a rapidly growing drug modality with diverse bioactivities and accessible synthesis, particularly for canonical peptides composed of the [...]
20 July 11:00-13:00 (add to calendar) 11ATutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModelsTutorialsOmics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...]
20 July 11:00-13:00 (add to calendar) 03ATutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resourceTutorialsThis tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...]
20 July 11:00-13:00 (add to calendar) 04ABTutorial IP3: Genomic Variant Interpretation & prioritisation for clinical researchTutorialsThe interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...]
20 July 11:00-13:00 (add to calendar) 03BTutorial IP4: Quantum Machine Learning for multi-omics analysisTutorialsSingle-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...]
20 July 11:00-13:00 (add to calendar) 12Tutorial IP5: Introduction to Causal Analysis using Mendelian RandomisationTutorialsMendelian randomisation (MR) is a method that uses genetic variation associated with an exposure (e.g., behaviours, biomarkers) to infer its causal ef [...]
20 July 11:00-13:00 (add to calendar) 11BCTutorial IP6: Hello Nextflow: Getting started with workflows for bioinformaticsTutorialsNextflow is a powerful and flexible open-source workflow management system that simplifies the development, execution, and scalability of data-driven [...]
20 July 11:05-11:10 (add to calendar) 02NLuca MusellaENQUIRE automatically reconstructs, expands, and drives enrichment analysis of gene and MeSH co-occurrence networks from context-specific biomedical literatureSCS: Student Council SymposiumThe accelerating growth of scientific literature overwhelms our capacity to manually distil complex phenomena like molecular networks linked to diseas [...]
20 July 11:15-11:20 (add to calendar) 02NMuhammed Hunaid TopiwalaTCRBench: A Unified Benchmark for TCR–Antigen Binding Prediction and ClusteringSCS: Student Council SymposiumT-cell receptor (TCR) recognition of antigenic peptides presented by major histocompatibility complex (MHC) molecules is central to adaptive immunity, [...]
20 July 11:20-11:35 (add to calendar) 02NHannelore LonginFold first, ask later: structure-informed function prediction in Pseudomonas phagesSCS: Student Council SymposiumPhages, the viruses of bacteria, are the most abundant biological entities on earth. In general, phage genomes are densely coded and contain many open [...]
20 July 11:35-11:50 (add to calendar) 02NVít ŠkrhákExploring capabilities of protein language models for cryptic binding site predictionSCS: Student Council SymposiumIdentifying protein-ligand binding sites is essential for understanding biological mechanisms and supporting drug discovery. However, accurate predict [...]
20 July 11:50-11:55 (add to calendar) 02NNisha Nandhini ShankarCoarse-grained and Multi-Scale Modeling of Lytic Polysaccharide Monooxygenases: Insights into Family-Specific Dynamics and Protein FrustrationSCS: Student Council SymposiumLytic polysaccharide monooxygenases (LPMOs) are copper-dependent redox enzymes that catalyze the oxidative cleavage of C1 and/or C4 bonds in recalcitr [...]
20 July 11:55-12:00 (add to calendar) 02NMałgorzata DrabkoIdentification and structural modeling of the novel TTC33-associated core (TANC) complex involved in DNA damage responseSCS: Student Council SymposiumOf the ~20,200 human proteins, ~9% remain functionally uncharacterized, highlighting a gap in our understanding of cell physiology. Structural protein [...]
20 July 12:00-12:05 (add to calendar) 02NCarla Luciana Padilla FranzottiFunctional Interfaces at Ordered–Disordered Transitions: Conserved Linear Motifs and Flanking Regions in Modular ProteinsSCS: Student Council SymposiumMultidomain proteins integrate ordered domains, structured tandem repeats (STRs), and intrinsically disordered regions (IDRs) to generate modular arch [...]
20 July 12:05-12:10 (add to calendar) 02NYitao Eric SunAutomating Linear Motif Predictions to Map Human Signaling NetworksSCS: Student Council SymposiumShort linear motifs (SLiMs) are critical mediators of transient protein-protein interactions (PPIs), yet only 0.2% of human SLiMs are experimentally v [...]
20 July 12:10-12:25 (add to calendar) 02NSamuel DavisDeep Phylogenetic Reconstruction Reveals Key Functional Drivers in the Evolution of B1/B2 Metallo-β-LactamasesSCS: Student Council SymposiumMetallo-β-lactamases (MBLs) comprise a diverse family of antibiotic-degrading enzymes. Despite their growing implication in drug-resistant pathogens, [...]
20 July 12:25-12:30 (add to calendar) 02NRuyi ChenMultilingual model improves zero-shot prediction of disease effects on proteinsSCS: Student Council SymposiumModels for mutation effect prediction in coding sequences rely on sequence-, structure-, or homology-based features. Here, we introduce a novel method [...]
20 July 12:30-12:45 (add to calendar) 02NAna Isabel Castillo OrozcoIntegrated analysis of bulk and single-nuclei RNA sequencing data of primary and metastatic pediatric Medulloblastoma.SCS: Student Council SymposiumMedulloblastoma (MB) is a highly aggressive and the most common brain tumor in childhood. MB presents a high intertumoral heterogeneity, with at least [...]
20 July 12:45-12:50 (add to calendar) 02NSara EslamiInvestigating novel transcriptional regulators in symbiotic nodule development of Medicago truncatulSCS: Student Council SymposiumBiological nitrogen fixation is a crucial process for sustainable agriculture, allowing leguminous plants to convert atmospheric nitrogen into bioavai [...]
20 July 12:50-12:55 (add to calendar) 02NVennila Kanchana Devi MarimuthuMeta-Analysis of Bovine Transcriptome Reveals Key Immune Gene Profiles and Signaling PathwaysSCS: Student Council SymposiumUnderstanding immune mechanisms in cattle is crucial for improving disease resistance through informed breeding decision and development. Meta-analysi [...]
20 July 12:55-13:00 (add to calendar) 02NSachendra KumarPost-translational regulation of stemness under DNA damage response contributes to the gingivobuccal oral squamous cell carcinoma relapse and progressionSCS: Student Council SymposiumTobacco consumption (smoking and particularly smokeless form) contributes to a high prevalence of gingivobuccal oral squamous cell carcinoma (OSCC-GB) [...]
20 July 13:00-17:00 (add to calendar) -Youth Bioinformatics SymposiumSpecial Track
20 July 14:00-15:00 (add to calendar) 02NTBDSCS: Student Council Symposium
20 July 14:00-16:00 (add to calendar) 11BCTutorial IP7: AI large cellular models and in-silico perturbationTutorialsTransformer-based large language models (LLMs) are changing the world. The capabilities they illustrated in sophisticated natural language, vision and [...]
20 July 14:00-16:00 (add to calendar) 12Tutorial IP8: Representation Learning and Feature Engineering for Genomic Sequences AnalysisTutorialsMachine learning (ML) has been successfully applied in different omics problems, such as sequence classification in the field of genomics. The effecti [...]
20 July 14:00-16:00 (add to calendar) 11ATutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModelsTutorialsOmics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...]
20 July 14:00-16:00 (add to calendar) 03ATutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resourceTutorialsThis tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...]
20 July 14:00-16:00 (add to calendar) 04ABTutorial IP3: Genomic Variant Interpretation & prioritisation for clinical researchTutorialsThe interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...]
20 July 14:00-16:00 (add to calendar) 03BTutorial IP4: Quantum Machine Learning for multi-omics analysisTutorialsSingle-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...]
20 July 14:00-16:00 (add to calendar) 02FYouth Bioinformatics SymposiumYouth Bioinformatics Symposium
20 July 15:00-15:20 (add to calendar) -Critical assessment and AIFellows PresentationThe abstract for this presentation will be shared by the presenter shortly [...]
20 July 15:00-15:45 (add to calendar) 02NBioinformatics at the Heart of Biology.SCS: Student Council SymposiumThis is a career talk for the Student Council [...]
20 July 15:20-15:40 (add to calendar) -Julio Saez-RodriguezRethinking Rigor: Benchmarking in the Age of Foundation ModelsFellows PresentationThe abstract for this presentation will be shared by the presenter shortly [...]
20 July 15:30-18:00 (add to calendar) -Fellows WorkshopSpecial Track
20 July 15:40-15:50 (add to calendar) -BreakFellows Presentation
20 July 15:45-16:00 (add to calendar) 02NClosing remarksSCS: Student Council Symposium
20 July 15:50-16:10 (add to calendar) -Robert MurphyOne Foundation Model to Rule Them All?Fellows PresentationThe abstract for this presentation will be shared by the presenter shortly [...]
20 July 16:00-18:00 (add to calendar) -Career FairSpecial Track
20 July 16:10-16:40 (add to calendar) -Gaps in the capabilities of generative AI systems; ISCB's role in promoting international research and educational collaborationsFellows PresentationThe abstract for this presentation will be shared by the presenter shortly [...]
20 July 16:15-18:00 (add to calendar) 11BCTutorial IP7: AI large cellular models and in-silico perturbationTutorialsTransformer-based large language models (LLMs) are changing the world. The capabilities they illustrated in sophisticated natural language, vision and [...]
20 July 16:15-18:00 (add to calendar) 12Tutorial IP8: Representation Learning and Feature Engineering for Genomic Sequences AnalysisTutorialsMachine learning (ML) has been successfully applied in different omics problems, such as sequence classification in the field of genomics. The effecti [...]
20 July 16:15-18:00 (add to calendar) 11ATutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModelsTutorialsOmics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...]
20 July 16:15-18:00 (add to calendar) 03ATutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resourceTutorialsThis tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...]
20 July 16:15-18:00 (add to calendar) 04ABTutorial IP3: Genomic Variant Interpretation & prioritisation for clinical researchTutorialsThe interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...]
20 July 16:15-18:00 (add to calendar) 03BTutorial IP4: Quantum Machine Learning for multi-omics analysisTutorialsSingle-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...]
20 July 16:15-18:00 (add to calendar) 02FYouth Bioinformatics SymposiumYouth Bioinformatics Symposium
20 July 16:40-17:10 (add to calendar) -DiscussionFellows Presentation
20 July 18:30-19:30 (add to calendar) 01AJohn JumperExtending AlphaFold to make predictions across the universe of biomolecular interactionsDistinguished KeynotesThe high accuracy of AlphaFold 2 in predicting protein structures and protein-protein interactions raises the question of how to extend the success of [...]
21 July 08:40-09:00 (add to calendar) 01A-Morning Welcome and Keynote IntroductionDistinguished Keynotes
21 July 09:00-10:00 (add to calendar) 01AAmos BairochPlus ça change, plus c'est la même choseDistinguished KeynotesAmos Bairoch will reflect on 40 years of biocuration, from Swiss-Prot to Cellosaurus, highlighting how core challenges and values have endured despite [...]
21 July 11:20-12:00 (add to calendar) 03BFranca FraternaliDecoding Immunity: Structural and Dynamical Insights Driving Antibody Innovation3DSIG: Structural Bioinformatics and Computational BiophysicsEffective adaptive immune responses rely on antibodies of different isotypes performing distinct effector functions. Understanding their structural di [...]
21 July 11:20-11:30 (add to calendar) 03AOpening RemarksBOSC: Bioinformatics Open Source Conference
21 July 11:20-12:00 (add to calendar) 01BPaul KerseyMolecular Digitisation and Biodiversity BioinformaticsBioinformatics in the UKBiological collections (such as herbarium and fungarium specimens) are the prescurors of modern biobanks; the defining types of taxonomic concepts; to [...]
21 July 11:20-11:40 (add to calendar) 11ACenk SahinalpFair molecular feature selection unveils universally tumor lineage-informative methylation sites in colorectal cancerEvolCompGen: Evolution & Comparative GenomicsIn the era of precision medicine, performing comparative analysis over diverse patient populations is a fundamental step towards tailoring healthcare [...]
21 July 11:20-11:40 (add to calendar) 02NWitold DyrkaHarnessing Deep Learning for Proteome-Scale Detection of Amyloid Signaling MotifsGenCompBio: General Computational BiologyAmyloid signaling sequences adopt the cross-β fold that is capable of self-replication in the templating process. Propagation of the amxyloid fold fro [...]
21 July 11:20-12:20 (add to calendar) 01AJulien GagneurWhere does it hurt (in your genome)?MLCSB: Machine Learning in Computational and Systems BiologyThe identification of genetic variants strongly affecting when phenotypes remains an unsolved problem with major relevance in rare diseases diagnostic [...]
21 July 11:20-11:40 (add to calendar) 02FOpening Remarks for NIH TrackNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing
21 July 11:20-11:22 (add to calendar) 12Welcome and IntroductionsPublications - Navigating Journal Submissions
21 July 11:20-11:40 (add to calendar) 11BCDaniel RiceUniProt: Evolving Tools and Data for Protein ScienceTech TrackThe Universal Protein Resource (UniProt) is a cornerstone of molecular biology and bioinformatics, delivering high-quality, freely accessible protein [...]
21 July 11:20-12:00 (add to calendar) 04ABAlexander SasseEnhancing Multi-Task CNNs for Regulatory Genomics Through Allelic and High-Resolution TrainingVarI: Variant InterpretationMulti-task Convolutional Neural Networks (CNNs) have emerged as powerful tools for deciphering how genomic sequence determines gene regulatory respons [...]
21 July 11:22-11:40 (add to calendar) 12Thomas LengauerEffective cover letter writing and manuscript preparation for submitting manuscripts in crowded research areasPublications - Navigating Journal SubmissionsI am one of the two Editors-in-Chief of the ISCB Society Journal Bioinformatics Advances that is published jointly with Oxford University Press. After [...]
21 July 11:30-11:35 (add to calendar) 03AOpen Bioinformatics Foundation updateBOSC: Bioinformatics Open Source Conference
21 July 11:35-11:40 (add to calendar) 03ATribute to Peter AmstutzBOSC: Bioinformatics Open Source Conference
21 July 11:40-12:40 (add to calendar) 03AChristine OrengoWorking together to develop, promote and protect our data resources: Lessons learnt developing CATH and TEDBOSC: Bioinformatics Open Source ConferenceThe CATH protein domain structure classification was the vision of the pioneering computational scientist Janet Thornton. Algorithms developed by Oren [...]
21 July 11:40-12:00 (add to calendar) 11AHenri SchmidtFast tumor phylogeny regression via tree-structured dual dynamic programmingEvolCompGen: Evolution & Comparative GenomicsReconstructing the evolutionary history of tumors from bulk DNA sequencing of multiple tissue samples remains a challenging computational problem, req [...]
21 July 11:40-12:00 (add to calendar) 02NBingxin ZhouFrom High-Throughput Evaluation to Wet-Lab Studies: Advancing Mutation Effect Prediction with a Retrieval-Enhanced ModelGenCompBio: General Computational BiologyEnzyme engineering is a critical approach for producing enzymes that meet industrial and research demands by modifying wild-type proteins to enhance p [...]
21 July 11:40-12:00 (add to calendar) 02FLiang DongGraph Kolmogorov-Arnold Networks for Interpretable Alzheimer's Disease Diagnosis from Structural MRINIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingAlzheimer's Disease (AD) is a progressive neurodegenerative disorder that poses significant diagnostic challenges due to its complex etiology. Graph C [...]
21 July 11:40-11:50 (add to calendar) 12Laura MesquitaChoosing journals for submission in popular topicsPublications - Navigating Journal SubmissionsThere are many factors that authors may take into account when submitting to a journal: scope fit, journal metrics, speed, names on the editorial boar [...]
21 July 11:40-12:20 (add to calendar) 11BCGenomics 2 Proteins portal: A resource and discovery platform for linking genetic screening outputs to protein sequences and structuresTech TrackRecent advances in AI-based methods have revolutionized the field of structural biology. Concomitantly, high-throughput sequencing and functional geno [...]
21 July 11:50-12:00 (add to calendar) 12Feilim Mac GabhannHow editors make decisions on submissions?Publications - Navigating Journal Submissions
21 July 12:00-12:20 (add to calendar) 03BMeghana KshirsagarRapid and accurate prediction of protein homo-oligomer symmetry using Seq2Symm3DSIG: Structural Bioinformatics and Computational BiophysicsThe majority of proteins must form higher-order assemblies to perform their biological functions, yet few machine learning models can accurately and r [...]
21 July 12:00-12:20 (add to calendar) 01BArne De KlerkKnetMiner for Smarter Science: Leveraging Knowledge Graphs & LLMs for Productive Gene ResearchBioinformatics in the UKIn the interpretation of high‑throughput genomic data, the identification of candidate genes underlying differential expression or genome‑wide associa [...]
21 July 12:00-12:20 (add to calendar) 11AXiang Ge LuoBayesian inference of fitness landscapes via tree-structured branching processesEvolCompGen: Evolution & Comparative GenomicsMotivation: The complex dynamics of cancer evolution, driven by mutation and selection, underlies the molecular heterogeneity observed in tumors. The [...]
21 July 12:00-12:20 (add to calendar) 02NYoochan MyungBE3D: A Computational Workflow for Integrative Structure-Function Analysis of Base-Editor Tiling Mutagenesis DataGenCompBio: General Computational BiologyUnderstanding functional consequences of single-nucleotide variants is critical for elucidating the genetic basis of diseases, yet current variant scr [...]
21 July 12:00-12:20 (add to calendar) 02FNetwork Science for Cyber-physical Twinning of Human HeartNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing
21 July 12:00-12:10 (add to calendar) 12Michael J E SternbergHow do editors decide on accepting papers on highly similar topics?Publications - Navigating Journal SubmissionsI will base my talk on my experience of being an Editor for Journal of Molecular Biology focussing on computational biology. In particular, every year [...]
21 July 12:00-12:20 (add to calendar) 04ABLindsey PlenderleithCombining massively parallel reporter assays and graph genomics to assay the regulatory effects of indels and structural variantsVarI: Variant InterpretationMany important phenotypes are driven by differences in gene expression caused by variation in regulatory sequences between individuals. Among such var [...]
21 July 12:10-12:20 (add to calendar) 12Michael MarkieHow and why eLife selects papers for peer reviewPublications - Navigating Journal SubmissionseLife is working to promote a culture in which the actual content of a paper is more important than the name of the journal in which it is published. [...]
21 July 12:20-12:40 (add to calendar) 03BZhidian ZhangProbing Homo-Oligomeric Interaction Signals in Protein Language Models3DSIG: Structural Bioinformatics and Computational BiophysicsHomo-oligomeric protein complexes—assemblies of identical subunits—are central to many biological processes and disease mechanisms. Accurate predictio [...]
21 July 12:20-12:40 (add to calendar) 01BEllen CameronLichen Cell Atlas: Tools for exploring photosymbiotic associationsBioinformatics in the UKPhotosymbiotic associations are partnerships where one partner is photosynthetic, termed the photobiont. Such associations span the eukaryotic tree of [...]
21 July 12:20-12:40 (add to calendar) 11AEmilia HurtadoMiClone: A Probabilistic Method for Inferring Cell Phylogenies from Mitochondrial VariantsEvolCompGen: Evolution & Comparative GenomicsCancer development and progression is largely fuelled by somatic mutations that give rise to clones – distinct subpopulations of malignant cells that [...]
21 July 12:20-12:40 (add to calendar) 02NYunjia LiEnhanced protein evolution with inverse folding models using structural and evolutionary constraintsGenCompBio: General Computational BiologyProtein engineering enables artificial protein evolution through iterative sequence changes, but current methods often suffer from low success rates a [...]
21 July 12:20-12:40 (add to calendar) 01AMinh HoangLocality-aware pooling enhances protein language model performance across varied applicationsMLCSB: Machine Learning in Computational and Systems BiologyProtein language models (PLMs) are amongst the most exciting recent advances for characterizing protein sequences, and have enabled a diverse set of a [...]
21 July 12:20-12:40 (add to calendar) 02FHonggang WangA Digital Twins Prototype for Monitoring and Predicting Dynamic Diet-related Health ConditionsNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingA digital twin system aims to create a virtual representation of a physical subject by modeling both its intrinsic attributes and the external factors [...]
21 July 12:20-12:55 (add to calendar) 12Panel DiscussionPublications - Navigating Journal Submissions
21 July 12:20-12:40 (add to calendar) 11BCPatrick GohlModCRE: modelling protein–DNA interactions and transcription-factor co-operativity in cis-regulatory elementsTech TrackModCRE is a web server using a structural approach to predict Transcription Factor binding preferences and auto-mate modelling of higher order regulat [...]
21 July 12:20-12:30 (add to calendar) 04ABRuyi ChenMultilingual model improves zero-shot prediction of disease effects on proteinsVarI: Variant InterpretationModels for mutation effect prediction in coding sequences rely on sequence-, structure-, or homology-based features. Here, we introduce a novel method [...]
21 July 12:30-12:40 (add to calendar) 04ABMarco AnteghiniX-MAP: Explainable AI Platform for Genetic Variant InterpretationVarI: Variant InterpretationGenetic variants, particularly missense mutations, can significantly affect protein function and contribute to disease development. Methods like CADD [...]
21 July 12:40-13:00 (add to calendar) 03BPetr PopovOrgNet: Orientation-gnostic protein stability assessment using convolutional neural networks.3DSIG: Structural Bioinformatics and Computational BiophysicsAccurately predicting the impact of single-point mutations on protein stability is crucial for elucidating molecular mechanisms underlying diseases in [...]
21 July 12:40-13:00 (add to calendar) 03ASerghei MangulAnalytical code sharing practices in biomedical researchBOSC: Bioinformatics Open Source ConferenceData-driven computational analysis is becoming increasingly important in biomedical research, as the amount of data being generated continues to grow. [...]
21 July 12:40-13:00 (add to calendar) 03ASeun OlufemiConnecting Data, People, and Purpose: How Open Science is Advancing Bioinformatics in a Low-Resource region (Nigeria)BOSC: Bioinformatics Open Source ConferenceIn many low-resource regions, access to scientific training, collaboration opportunities, and computational tools remains limited, hindering both loca [...]
21 July 12:40-13:00 (add to calendar) 03ABhavesh PatelIntroducing the Actionable Guidelines for FAIR Research Software Task ForceBOSC: Bioinformatics Open Source ConferenceThe Research Software Alliance (ReSA) has established a Task Force dedicated to translating the FAIR principles for Research Software (FAIR4RS Princip [...]
21 July 12:40-13:00 (add to calendar) 01BLaura-Jayne GardinerHow can emerging AI technologies benefit multi-omic analysis for crop and soil sustainabilityBioinformatics in the UKThe field of AI is rapidly evolving. At IBM Research (UK), our work in molecular biology has developed from a focus on bioinformatics and computationa [...]
21 July 12:40-12:50 (add to calendar) 11AJonghyun LeescVarID: Mapping Genetic Variants at Single-Cell Resolution to Uncover Precursor Cells in CancerEvolCompGen: Evolution & Comparative GenomicsNext-generation sequencing technologies enable the identification of genetic variants and gene expression; however, measuring both features simultaneo [...]
21 July 12:40-13:00 (add to calendar) 02NSiyuan ShenPrecise Prediction of Hotspot Residues in Protein-RNA Complexes Using Graph Attention Networks and Pre-trained Protein Language ModelsGenCompBio: General Computational BiologyMotivation: Protein-RNA interactions play a pivotal role in biological processes and disease mechanisms, with hotspot residues being critical for targ [...]
21 July 12:40-13:00 (add to calendar) 01ADaniel OlsonNEAR: Neural Embeddings for Amino acid RelationshipsMLCSB: Machine Learning in Computational and Systems BiologyProtein language models (PLMs) have recently demonstrated potential to supplant classical protein database search methods based on sequence alignment, [...]
21 July 12:40-13:00 (add to calendar) 02FMatthew F. SinghMultiscale Digital-Twin Modeling and Estimation with Indirect, Neurological DataNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingLinking data and predictions across spatial scales has been a key hurdle to digital twin applications in medicine. Noninvasive measurements, such as e [...]
21 July 12:40-12:50 (add to calendar) 04ABAlexander GressStructGuy: Data leakage free prediction of functional effects of genetic variants.VarI: Variant InterpretationIn recent years, machine learning models for predicting variant effects on protein function have been dominated by unsupervised models doing zero-shot [...]
21 July 12:50-13:00 (add to calendar) 11AAishaHigh-Resolution Discovery of Lineage-Specific SVs in Pan Genus Through Assembly ComparisonsEvolCompGen: Evolution & Comparative GenomicsThe two sister species in the Pan genus, chimpanzees (Pan troglodytes) and bonobos (Pan paniscus), exhibit lineage-specific differences for several be [...]
21 July 12:50-13:00 (add to calendar) 04ABKilian SalomonFunctional characterization of standing variation around disease-associated genes using Massively Parallel Reporter AssaysVarI: Variant InterpretationA substantial reservoir of disease-associated variants resides in non-coding sequences, particularly in proximal and distal gene regulatory sequences. [...]
21 July 13:00-14:00 (add to calendar) -Bioinfo4Women Meet-Up: Supporting Women in BioinformaticsBioinfo4Women Meet-UpWomen are still underrepresented in science, particularly at senior career levels and leadership. The "leaky pipeline" persists in bioinformatics, as [...]
21 July 14:00-14:40 (add to calendar) 03BAdrian MulhollandSimulations in the age of AlphaFold: dynamics, drug resistance and enzyme design3DSIG: Structural Bioinformatics and Computational BiophysicsMolecular simulations contribute to practical protein design and engineering workflows. Equilibrium molecular dynamics (MD) simulations not only test [...]
21 July 14:00-14:20 (add to calendar) 03ASu Datt LamAMRColab: An Open-Access, Modular Bioinformatics Suite for Accessible Antimicrobial Resistance Genome AnalysisBOSC: Bioinformatics Open Source ConferenceAntimicrobial resistance (AMR) is a global health crisis, projected to cause 39 million deaths by 2050. Surveillance of AMR pathogens is essential for [...]
21 July 14:00-14:20 (add to calendar) 03AFabian WollerNApy: Efficient Statistics in Python for Large-Scale Heterogeneous Data with Enhanced Support for Missing DataBOSC: Bioinformatics Open Source ConferenceExisting Python libraries and tools lack the ability to efficiently run statistical test (such as Pearson correlation, ANOVA, Mann-Whitney-U test) for [...]
21 July 14:00-14:20 (add to calendar) 03APeter CockpyANI-plus -- whole-genome classification of microbes using Average Nucleotide Identity and similar methodsBOSC: Bioinformatics Open Source ConferencepyANI-plus is an open source MIT licensed Python tool for whole-genome classification of microbes using Average Nucleotide Identity (ANI) and similar [...]
21 July 14:00-14:20 (add to calendar) 01BIain BuchanCivic Data-Driven Innovation for Global Health and AI for AllBioinformatics in the UKProfessor Buchan will explore how some of the world’s most pressing public health challenges might best be tackled with a global network of learning h [...]
21 July 14:00-14:15 (add to calendar) 12Julio Saez-RodriguezBenchmarking foundation models in biology: where we are, and we where we want to go with the communityDREAM ChallengesThe AI promise of powerful solutions to solve biomedical and healthcare related problems needs to be accompanied by a transparent evaluation and proof [...]
21 July 14:00-14:20 (add to calendar) 11BCIrene JulcaTracing the functional divergence of duplicated genesEvolCompGen: Evolution & Comparative GenomicsGene duplication is a fundamental driver of functional innovation in evolution. Following duplication, paralogous genes may be retained, diverge in fu [...]
21 July 14:00-14:20 (add to calendar) 02NJin ZhangTrustworthy Causal Biomarker Discovery: A Multiomics Brain Imaging Genetics based ApproachGenCompBio: General Computational BiologyDiscovering genetic variations underpinning brain disorders is important to understand their pathogenesis. Indirect associations or spurious causal re [...]
21 July 14:00-14:05 (add to calendar) 01CWelcome AddressISCB-China Workshop
21 July 14:00-14:20 (add to calendar) 01AGianluca LombardiLoRA-DR-suite: adapted embeddings predict intrinsic and soft disorder from protein sequencesMLCSB: Machine Learning in Computational and Systems BiologyIntrinsic disorder regions (IDR) and soft disorder regions (SDR) provide crucial information on a protein structure to underpin its functioning, inter [...]
21 July 14:00-14:20 (add to calendar) 02FAdvancing Discovery through GenAI and Scalable InfrastructureNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingOpening remarks from the NIH Center for Information Technology (CIT) will highlight how the STRIDES Initiative and Cloud Lab program are accelerating [...]
21 July 14:00-14:20 (add to calendar) 11ATuomas BormanOrchestrating Microbiome Analysis with BioconductorTech TrackMicrobes play a crucial role in human health, disease, and the environment. Despite their significant impact, the mechanisms underlying microbiome int [...]
21 July 14:00-14:40 (add to calendar) 04ABEllen McDonaghVariant Interpretation at Scale, for safer and more effective disease treatmentVarI: Variant Interpretation
21 July 14:05-14:30 (add to calendar) 01CHongyu ZhaoModeling and predicting single-cell multi-gene perturbation responsesISCB-China WorkshopUnderstanding cellular responses to genetic perturbations is essential for deciphering gene regulation and phenotype formation. While high-throughput [...]
21 July 14:15-14:45 (add to calendar) 12Building Foundation Models for Single-cell Omics and ImagingDREAM ChallengesKeynote: This talk delves into the innovative utilization of generative AI in propelling biomedical research forward. By harnessing single-cellsequenc [...]
21 July 14:20-14:40 (add to calendar) 03AMatthias BlumInterProScan 6: a modern large-scale protein function annotation pipelineBOSC: Bioinformatics Open Source ConferenceInterProScan 6 represents a major step forward in protein function annotation, addressing the scalability, modularity, and usability limitations of it [...]
21 July 14:20-14:30 (add to calendar) 01BEmily JeffersonHealth data organisation and landscape across the UKBioinformatics in the UKProfessor Jefferson will explore the key challenges and opportunities in the field of clinical and health data science. Drawing on her transition from [...]
21 July 14:20-14:40 (add to calendar) 11BCAgnieszka MykowieckaDuplication Episode Clustering in Phylogenetic NetworksEvolCompGen: Evolution & Comparative GenomicsPhylogenetic networks provide a powerful framework for representing complex evolutionary histories that traditional tree-based models cannot adequatel [...]
21 July 14:20-14:40 (add to calendar) 03AIan GingerichRandomized Spatial PCA (RASP): a computationally efficient method for dimensionality reduction of high-resolution spatial transcriptomics dataGenCompBio: General Computational BiologySpatial transcriptomics (ST) provides critical insights into the complex spatial organization of gene expression in tissues, enabling researchers to u [...]
21 July 14:20-14:40 (add to calendar) 01ASe Yeon SeoTCR-epiDiff: Solving Dual Challenges of TCR Generation and Binding PredictionMLCSB: Machine Learning in Computational and Systems BiologyMotivation: T-cell receptors (TCRs) are fundamental components of the adaptive immune system, recognizing specific antigens for targeted immune respon [...]
21 July 14:20-14:40 (add to calendar) 02FKristi HolmesA Global Model for FAIR and Open Research: Scalable, Collaborative Infrastructure in ActionNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingLearn how Zenodo and InvenioRDM are advancing global biomedical research through scalable, AI-integrated, and FAIR-aligned infrastructure. This sessio [...]
21 July 14:20-14:40 (add to calendar) 11ASmart Turkana Beads: A Culturally Embedded IoT Innovation for Health Monitoring and Drug AdherenceTech TrackAccess to quality healthcare remains a persistent challenge in marginalized regions such as Turkana County in northern Kenya, where traditional belie [...]
21 July 14:30-15:00 (add to calendar) 01BAngela WoodThe COALESCE studyBioinformatics in the UKProfessor Wood will present a flagship health data research programme, showcasing how national-scale data assets and analytical infrastructure have en [...]
21 July 14:30-14:50 (add to calendar) 01CKai YeSeq2Image: Computational Paradigm and Genomic ApplicationsISCB-China WorkshopSeq2Image is a computational framework that transforms sequential biological data (e.g., DNA, RNA, protein sequences) into structured 2D image represe [...]
21 July 14:40-15:00 (add to calendar) 03BAli Baran TaşdemirFlowProt: Classifier-Guided Flow Matching for Targeted Protein Backbone Generation in the de novo DNA Methyltransfarase Family3DSIG: Structural Bioinformatics and Computational BiophysicsDesigning novel proteins with both structural stability and targeted molecular function remains a central challenge in computational biology. While re [...]
21 July 14:40-15:00 (add to calendar) 03ASuneth SamarasingheReal-time base modification analysis for nanopore sequencingBOSC: Bioinformatics Open Source ConferenceReal-time analysis of DNA base modifications, particularly methylation, is crucial for making rapid decisions in contexts such as forensics and clinic [...]
21 July 14:40-15:00 (add to calendar) 03ABonson WongOpen-Source GPU Acceleration for State-of-the-Art Nanopore Basecalling with SloradoBOSC: Bioinformatics Open Source ConferenceNanopore sequencing has become a popular technology for genomic research because of its cost-effectiveness and ability to sequence long reads. Nanopor [...]
21 July 14:40-15:00 (add to calendar) 03ASinisa IvkovicVoyager-SDK: integrating and automating pipeline runs using Voyager-SDK and Voyager platformBOSC: Bioinformatics Open Source ConferenceAt Memorial Sloan Kettering Cancer Center (MSKCC), we developed Voyager, a platform to automate the execution of computational pipelines built using c [...]
21 July 14:40-15:00 (add to calendar) 11BCKatyayni GanesanPhytClust: Accurate and Fast Clustering in Phylogenetic TreesEvolCompGen: Evolution & Comparative GenomicsPhylogenetic trees serve an important role in disentangling the evolutionary relationships between taxa, across diverse fields. A key question is the [...]
21 July 14:40-15:00 (add to calendar) 02NHadasa KaufmanGenetic Confounding and Comorbidity: Re-evaluating Causal Inference in Disease AssociationsGenCompBio: General Computational BiologyComorbidity analyses indicate that ~35% of common disease pairs tend to occur sequentially within the same individual. Understanding whether this como [...]
21 July 14:40-15:00 (add to calendar) 01AChau DoIncorporating Hierarchical Information into Multiple Instance Learning for Patient Phenotype Prediction with scRNA-seq DataMLCSB: Machine Learning in Computational and Systems BiologyMultiple Instance Learning (MIL) provides a structured approach to patient phenotype prediction with single-cell RNA-sequencing (scRNA-seq) data. Howe [...]
21 July 14:40-15:00 (add to calendar) 02FLuca FoschiniBeyond Data Sharing: AI-Powered Solutions for Effective Biomedical Data ReuseNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingThis session will showcase AI-powered innovations that move biomedical research beyond data sharing toward meaningful data reuse. Using real-world pla [...]
21 July 14:40-15:00 (add to calendar) 11AIntegrating Long-Read Sequencing and Multiomics for Precision Cell Line EngineeringTech TrackOptimizing the biomanufacturing of therapeutic molecules, such as monoclonal antibodies, is critical for delivering efficient and scalable patient tre [...]
21 July 14:40-15:00 (add to calendar) 04ABThomas RennescFunBurd: Quantifying the cellular liability for complex disorders of all rare gene-disrupting variants.VarI: Variant InterpretationNeurodevelopmental disorders are examples of complex disorders with multidimensional etiologies. This study focuses on Autism Spectrum Disorder (ASD), [...]
21 July 14:45-15:00 (add to calendar) 12Maria BrbicPredicting Perturbation Effects: Are We Really There?DREAM ChallengesTBA [...]
21 July 14:50-15:10 (add to calendar) 01CLiang HuangLanguage AI for Viruses, Vaccines, and DrugsISCB-China WorkshopThis talk highlights some highly unexpected connections between biology and linguistics. For example, our Nature (2023) paper designed highly stable a [...]
21 July 15:00-15:20 (add to calendar) 03BRemo RohsMolecular design and structure-based modeling with generative deep learning3DSIG: Structural Bioinformatics and Computational BiophysicsThe rapid expansion of crystal structure data and libraries of readily synthesizable molecules has recently opened up new areas of chemical space for [...]
21 July 15:00-15:20 (add to calendar) 03AJose Espinosa-CarrascoEmpowering Bioinformatics Communities with nf-core: The success of an open-source bioinformatics ecosystemBOSC: Bioinformatics Open Source ConferenceThe nf-core community exemplifies how open-source software development fosters collaboration, innovation, and sustainability in bioinformatics. nf-cor [...]
21 July 15:00-15:20 (add to calendar) 01BTim BeckTRE-FX platform for federated analytics of sensitive data in Trusted Research EnvironmentsBioinformatics in the UKA Trusted Research Environment (TRE) is a highly secure computer system that allows sensitive data from different sources to be combined, de-personali [...]
21 July 15:00-15:15 (add to calendar) 12Pablo Meyer-RojasAI Alliance: Benchmarking foundation models for drug discoveryDREAM ChallengesThe AI Alliance is focused on fostering an open community and enabling developers and researchers to accelerate responsible innovation in AI while ens [...]
21 July 15:00-15:20 (add to calendar) 11BCRuyi ChenLearning the Language of Phylogeny with MSA TransformerEvolCompGen: Evolution & Comparative GenomicsClassical phylogenetic inference assumes independence between sites, potentially undermining the accuracy of evolutionary analyses in the presence of [...]
21 July 15:00-15:20 (add to calendar) 02NJulian StampSparse modeling of interactions enables fast detection of genome-wide epistasis in biobank-scale studiesGenCompBio: General Computational BiologyThe lack of computational methods capable of detecting epistasis in biobanks has led to uncertainty about the role of non-additive genetic effects on [...]
21 July 15:00-15:10 (add to calendar) 01AJulián García-VinuesaPANDORA: Peptide-based ANtimicrobial Design Optimized by Reinforcement AutomationMLCSB: Machine Learning in Computational and Systems BiologyThe global rise of antibiotic resistance, particularly in critical pathogens such as Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter [...]
21 July 15:00-15:20 (add to calendar) 02FTanja DavidsenReusable Cyberinfrastructure and Use Cases for the Cancer Research Data Commons (CRDC)NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingThis session highlights how NIH’s Cancer Research Data Commons (CRDC) and supporting cyberinfrastructure are transforming cancer research through scal [...]
21 July 15:00-15:20 (add to calendar) 11AHarry AllsoppLonza Sponsor TalkTech Track
21 July 15:00-15:20 (add to calendar) 04ABMagdalena StraussBiostatistical approaches to single-cell perturbation screens to create a prospective map of mutational impactVarI: Variant InterpretationDNA single nucleotide variants are a major cause of drug resistance in cancer, but for most variants their effects on drug response are yet unknown. W [...]
21 July 15:10-15:30 (add to calendar) 01CSingle Cell Spatial Transcriptomics: Decoding Cellular Heterogeneity in Spatial DimensionsISCB-China Workshop
21 July 15:10-15:20 (add to calendar) 01ALine Sandvad NielsenNetStart 2.0: Prediction of Eukaryotic Translation Initiation Sites Using a Protein Language ModelMLCSB: Machine Learning in Computational and Systems Biology"Background: Accurate identification of translation initiation sites is essential for the proper translation of mRNA into functional proteins. In euka [...]
21 July 15:15-15:30 (add to calendar) 12Elizabeth FahsbenderBenchmarking in Service of Virtual Cell Models: Challenges, Opportunities, and a Path ForwardDREAM ChallengesRealizing the vision of AI-powered Virtual Cells demands robust and biologically meaningful benchmarks that ensure models are reliable, reproducible, [...]
21 July 15:20-15:40 (add to calendar) 03BXiangru TangBC-Design: A Biochemistry-Aware Framework for Highly Accurate Inverse Protein Folding3DSIG: Structural Bioinformatics and Computational BiophysicsInverse protein folding, which aims to design amino acid sequences for desired protein structures, is fundamental to protein engineering and therapeut [...]
21 July 15:20-15:40 (add to calendar) 03AAziz KhanJASPAR-Suite: An open toolkit for accessing TF binding motifsBOSC: Bioinformatics Open Source ConferenceJASPAR database (https://jaspar.elixir.no) is a widely used open-access database of manually curated, non-redundant transcription factor (TF) binding [...]
21 July 15:20-15:40 (add to calendar) 03ASebastian Ayala-RuanoVueGen: automating the generation of scientific reportsBOSC: Bioinformatics Open Source ConferenceThe analysis of omics data typically involves multiple bioinformatics tools and methods, each producing distinct output files. However, compiling thes [...]
21 July 15:20-15:40 (add to calendar) 03ABryan CoscaThe world’s biomedical knowledge in less than a gram: introducing the PGP incubatorBOSC: Bioinformatics Open Source ConferenceIn this talk, we describe a new project, the Personal Genome Project incubator. The PGPincubator is an effort to create a distribution of open data, [...]
21 July 15:20-15:40 (add to calendar) 01BCharles GaddSurvivEHR: A Primary Care Foundation Prediction Model for Multiple Long-Term ConditionsBioinformatics in the UKWe present SurvivEHR, a foundation model for time-to-event prediction using Electronic Health Records (EHR), based on the Generative Pre-trained Trans [...]
21 July 15:20-15:40 (add to calendar) 11BCAdam GudysAccurate multiple sequence alignment at protein-universe scale with FAMSA 2EvolCompGen: Evolution & Comparative GenomicsMultiple sequence alignment (MSA) is a crucial analysis in computational biology applied, e.g., in phylogeny reconstruction or protein function predic [...]
21 July 15:20-15:40 (add to calendar) 02NMohamed Reda KeddarPan-cancer analysis in the real-world setting uncovers immunogenomic drivers of acquired resistance post-immunotherapyGenCompBio: General Computational BiologyImmune checkpoint blockade (ICB) has transformed cancer care, procuring long-lasting benefit to patients across various cancer types. However, >80% of [...]
21 July 15:20-15:30 (add to calendar) 01AUxía VeleiroTowards a more inductive world for drug repurposing approachesMLCSB: Machine Learning in Computational and Systems BiologyDrug–target interaction (DTI) prediction is a challenging albeit essential task in drug repurposing. Learning on graph models has drawn special attent [...]
21 July 15:20-15:40 (add to calendar) 02FJared RozowskyPower Your Kids First or INCLUDE Data Analysis on The Interoperable CAVATICA Cloud Analytics WorkspaceNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingThe NIH-funded Gabriella Miller Kids First Data Resource Center (KF-DRC) and the INCLUDE Data Coordinating Center (INCLUDE DCC) provide harmonized dat [...]
21 July 15:20-15:40 (add to calendar) 11AStephen WilliamsRevving up insights in single cell and spatial explorationTech Track10x Genomics will present a comprehensive overview of our cutting-edge technologies: Visium for spatial transcriptomics, Chromium for single-cell anal [...]
21 July 15:20-15:30 (add to calendar) 04ABNing ShenSpliceTransformer predicts tissue-specific splicing linked to human diseasesVarI: Variant InterpretationWe present SpliceTransformer (SpTransformer), a deep-learning framework that predicts tissue-specific RNA splicing alterations linked to human disease [...]
21 July 15:30-16:00 (add to calendar) 12Anshul KundajeDeep learning models of regulatory DNA: A critical analysis of model design choicesDREAM ChallengesKeynote: Gene expression is tightly regulated by complexes of proteins that interpret complex sequence syntax encoded in regulatory DNA. Genetic varia [...]
21 July 15:30-16:00 (add to calendar) 01CBioinformatics @ ChinaISCB-China Workshop
21 July 15:30-15:40 (add to calendar) 01ANhung DuongHierarchical Multi-Agent Reinforcement Learning For Optimizing CRISPR-Based Polygenic Therapeutic DesignMLCSB: Machine Learning in Computational and Systems BiologyBackground. CRISPR therapies for polygenic disorders require simultaneous optimization of multiple guides and delivery constraints. Current approaches [...]
21 July 15:30-15:40 (add to calendar) 04ABDennis HeckerCell type-specific epigenetic regulatory circuitry of coronary artery disease lociVarI: Variant InterpretationCoronary artery disease (CAD) is the leading cause of death worldwide. Recently, hundreds of genomic loci have been shown to increase CAD risk, howeve [...]
21 July 15:40-16:00 (add to calendar) 03BXinyi ZhouDivPro: Diverse Protein Sequence Design with Direct Structure Recovery Guidance3DSIG: Structural Bioinformatics and Computational BiophysicsMotivation: Structure-based protein design is crucial for designing proteins with novel structures and functions, which aims to generate sequences tha [...]
21 July 15:40-16:00 (add to calendar) 03AJim ProcterSlivka: a new ecosystem for wrapping local code as web servicesBOSC: Bioinformatics Open Source ConferenceSlivka is a Python/Flask/MongoDB framework that allows command line tools to be made available as web services through creation of a YAML document tha [...]
21 July 15:40-15:50 (add to calendar) 01BDavid YuanPathogen Analysis System (PAS): A Scalable Genomic Data Processing Framework Integrated with the European Nucleotide ArchiveBioinformatics in the UKThe Pathogen Data Network (PDN) consists of two interconnected networks: local private data hubs for public health and global public knowledge bases f [...]
21 July 15:40-16:00 (add to calendar) 11BCErik WrightCommunity detection at unprecedented scales with ExoLabelEvolCompGen: Evolution & Comparative GenomicsMany approaches in comparative genomics rely on clusters of orthologous genes (COGs). Methods for constructing COGs often employ community detection a [...]
21 July 15:40-16:00 (add to calendar) 02NKomlan AtiteyBeyond Mutation Frequency: A Bayesian Framework for Identifying Functional Cancer Drivers from Single-Cell DataGenCompBio: General Computational BiologyCancer is driven by genetic alterations, especially gain-of-function mutations in oncogenes (OGs) and loss-of-function mutations in tumor suppressor g [...]
21 July 15:40-15:50 (add to calendar) 01ALuyang LiDeveloping a Deep Learning Model for Single-Cell RNA Splicing AnalysisMLCSB: Machine Learning in Computational and Systems BiologyApproximately 95% of human genes undergo alternative splicing (AS), a process that allows a single gene to produce multiple proteins with distinct fun [...]
21 July 15:40-16:00 (add to calendar) 02FJulie JurgensThe Gene Set Browser: An interoperable and AI/ML-ready tool for gene set analysis in the Common Fund Data Ecosystem (CFDE)NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingSummary: This session introduces the NIH Common Fund Data Ecosystem (CFDE) Gene Set Browser, an AI/ML-ready tool that connects diverse biomedical dat [...]
21 July 15:40-16:00 (add to calendar) 11ASeverin DicksThe Next Generation of scverse - Tools for Scalable Single-Cell AnalysisTech TrackScverse is a modular, open-source ecosystem for scalable single-cell omics analysis. It provides standardized data structures through AnnData, MuData, [...]
21 July 15:40-15:50 (add to calendar) 04ABRitwiz KamalMultiPopPred: A Trans-Ethnic Disease Risk Prediction Method, and its Evaluation on Low Resource PopulationsVarI: Variant InterpretationGenome-wide association studies (GWAS) aimed at estimating the disease risk of genetic factors have long been focusing on homogeneous Caucasian popula [...]
21 July 15:50-16:00 (add to calendar) 01BHeba SailemAI in Histopathology Explorer for comprehensive analysis of the evolving AI landscape in histopathologyBioinformatics in the UKDigital pathology and artificial intelligence (AI) hold immense transformative potential to revolutionize cancer diagnostics, treatment outcomes, and [...]
21 July 15:50-16:00 (add to calendar) 01AFrancesca CuturelloEvolutionary constraints guide AlphaFold2 in predicting alternative conformations and inform rational mutation designMLCSB: Machine Learning in Computational and Systems BiologyInvestigating structural variability is essential for understanding protein biological functions. Although AlphaFold2 accurately predicts static struc [...]
21 July 15:50-16:00 (add to calendar) 04ABHuijiao YangRethink gender as confounder in non linear PRS for human height predictionVarI: Variant InterpretationPolygenic risk score (PRS) models often include gender as a fixed covariate, implicitly assuming a direct and additive effect on traits such as height [...]
21 July 16:40-16:50 (add to calendar) 03BDmitry MolodenskiyAlphaPulldown2—a general pipeline for high-throughput structural modeling3DSIG: Structural Bioinformatics and Computational BiophysicsAlphaPulldown2 streamlines protein structural modeling by automating workflows, improving code adaptability, and optimizing data management for large- [...]
21 July 16:40-17:00 (add to calendar) 03AMunazah AndrabiFAIRDOM-SEEK: Platform for FAIR data and research asset managementBOSC: Bioinformatics Open Source ConferenceAs research becomes more data-driven, collaborative, and interdisciplinary, the need for structured, accessible, and well-curated data outputs with ri [...]
21 July 16:40-17:00 (add to calendar) 01BMo LotfollahiGenerative machine learning to model cellular perturbationsBioinformatics in the UKThe field of cellular biology has long sought to understand the intricate mechanisms that govern cellular responses to various perturbations, be they [...]
21 July 16:40-16:55 (add to calendar) 12Justin GuinneyBenchmarking Multi-Modal Large Language Models for Metastatic Breast Cancer PrognosisDREAM ChallengesInputs into cancer prognostic models are primarily structured data such as demographic and clinicopathological features, and lack richer and temporal [...]
21 July 16:40-17:00 (add to calendar) 11BCCharles BernardEdgeHOG: Scalable and Fine-Grained Ancestral Gene Order Inference Across the Tree of LifeEvolCompGen: Evolution & Comparative GenomicsAncestral genomes are essential for studying the diversification of life from the last universal common ancestor to modern organisms. Methods have bee [...]
21 July 16:40-17:00 (add to calendar) 02NNadine S. KurzAdaGenes: A streaming processor for high-throughput annotation and filtering of sequence variant dataGenCompBio: General Computational BiologyThe amount of sequencing data resulting from whole exome or genome sequencing (WES / WGS) presents challenges for annotation, filtering, and analysis. [...]
21 July 16:40-17:10 (add to calendar) 01CLearning Multiscale Cellular Organization and InteractionISCB-China Workshop
21 July 16:40-16:50 (add to calendar) 01ANikolaos MeimetisIntegrating Machine Learning and Systems Biology to rationally design operational conditions for in vitro / in vivo translation of microphysiological systemsMLCSB: Machine Learning in Computational and Systems BiologyPreclinical models are used extensively to study diseases and potential therapeutic treatments. Complex in vitro platforms incorporating human cellula [...]
21 July 16:40-17:00 (add to calendar) 02FFenglou MaoNIH Quantum Computing InitiativesNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing
21 July 16:40-17:20 (add to calendar) 04ABAndrew LawsonSomatic mutations in normal tissuesVarI: Variant InterpretationAs we age, all cells in our bodies continuously acquire somatic mutations. Despite appearing histologically normal, many tissues become progressively [...]
21 July 16:50-17:00 (add to calendar) 03BMichel van KempenExtending 3Di: Increasing Protein Structure Search Sensitivity with a Complementary Alphabet3DSIG: Structural Bioinformatics and Computational BiophysicsFast protein structure search methods, such as Foldseek, are essential to make use of the vast amount of structural information generated by structure [...]
21 July 16:50-17:00 (add to calendar) 01ARoman JoeresData Splitting Against Information Leakage with DataSAILMLCSB: Machine Learning in Computational and Systems BiologyInformation leakage (IL) is an increasingly important topic in machine learning (ML) research, especially in biomedical applications. When IL happens [...]
21 July 16:55-17:30 (add to calendar) 12Crowdsourcing ExperimentDREAM ChallengesWe will collectively conduct a small scale community experiment to simulate a large scale crowdsourcing initiative to benchmark foundation models. [...]
21 July 17:00-17:10 (add to calendar) 03BJustas DapkunasPPI3D clusters: non-redundant datasets of protein-protein, protein-peptide and protein-nucleic acid complexes, interaction interfaces and binding sites3DSIG: Structural Bioinformatics and Computational BiophysicsTo accomplish their functions in living organisms, proteins usually interact with various biological macromolecules, including other proteins and nucl [...]
21 July 17:00-17:20 (add to calendar) 03AJimmy PayyappillyWalkthrough of GA4GH standards and interoperability it provides for genomic data implementationsBOSC: Bioinformatics Open Source ConferenceThe sharing of genomic and health-related data for biomedical research is of key importance in ensuring continued progress in our understanding of hum [...]
21 July 17:00-17:20 (add to calendar) 03ALaura GodfreyLiMeTrack: A lightweight biosample management platform for the multicenter SATURN3 consortiumBOSC: Bioinformatics Open Source ConferenceBiomedical research projects involving large patient cohorts are increasingly complex, both in terms of data modalities and number of samples. Hence, [...]
21 July 17:00-17:20 (add to calendar) 03ARachel Seongeun KimBFVD – A release of 351k viral protein structure predictionsBOSC: Bioinformatics Open Source ConferenceWhile the AlphaFold Protein Structure Database (AFDB) is the largest resource of accurately predicted structures – covering 214 million UniProt entrie [...]
21 July 17:00-17:10 (add to calendar) 01BCarla GrecoBuilding the world’s largest, ethically-sourced database of biological information to pioneer a new class of foundational AI modelsBioinformatics in the UKFoundational AI models are revolutionizing many fields, but their effectiveness hinges on the availability of high-quality, diverse data. Without a ro [...]
21 July 17:00-17:20 (add to calendar) 11BCSophia ChirraneJIGSAW: Accurate inference of exact copy numbers from targeted single-cell DNA sequencingEvolCompGen: Evolution & Comparative GenomicsTumorigenesis is driven by the interplay between somatic single-nucleotide variants (SNVs) and larger structural alterations, like copy number alterat [...]
21 July 17:00-17:20 (add to calendar) 02NSerghei MangulComprehensive framework for assessing discrepancies in genomic content and species-level annotations across microbial reference genomesGenCompBio: General Computational BiologyMetagenomics research provides insights into the composition, diversity, and functions of microbial communities in various environments. To identify b [...]
21 July 17:00-18:00 (add to calendar) 01AMaria BrbicGenerative AI for Unlocking the Complexity of CellsMLCSB: Machine Learning in Computational and Systems BiologyWe are witnessing an AI revolution. At the heart of this revolution are generative AI models that, powered by advanced architectures and large dataset [...]
21 July 17:00-17:20 (add to calendar) 02FChi ZhangAdvancing quantum algorithms for elementary mode and metabolic flux analysisNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingMetabolic networks play a central role in cellular function, supporting energy production, biosynthesis, and adaptation to environmental conditions. E [...]
21 July 17:10-17:30 (add to calendar) 03BSu Datt LamFrom GWAS to Protein Structures: Illuminating Stress Resistance in Plants3DSIG: Structural Bioinformatics and Computational BiophysicsPlants face significant environmental stress such as pathogens, salinity, drought, and extreme temperatures. To survive, they evolve diverse adaptive [...]
21 July 17:10-17:20 (add to calendar) 01BArijit PatraMultimodal generative machine learning for non-clinical safety evaluations in drug discovery and developmentBioinformatics in the UKIn the evolving landscape of pharmaceutical drug development and a constant reimagination of the Ideas to Patient journey, the integration of multimod [...]
21 July 17:10-17:30 (add to calendar) 01CJames ZouLanguage-guided biologyISCB-China WorkshopLarge language models (LLMs), such as ChatGPT, have read millions of papers and contains tremendous biomedical knowledge. In language-guided biology, [...]
21 July 17:20-17:40 (add to calendar) 03AMonica Munoz-TorresAI-readiness for biomedical data: Bridge2AI recommendationsBOSC: Bioinformatics Open Source ConferenceThe convergence of biomedical research and artificial intelligence (AI) promises unprecedented insights into complex biological systems. However, real [...]
21 July 17:20-17:30 (add to calendar) 01BSteven M. HillCUPiD: a machine learning approach for determining tissue-of-origin in cancers of unknown primary from cell-free DNA methylation profilesBioinformatics in the UKPatients with cancer of unknown primary (CUP) present with metastases, but without an identifiable primary tumour and typically have poor outcomes. De [...]
21 July 17:20-17:40 (add to calendar) 11BCRicardo C. Rodriguez de la VegaEASYstrata: a fully integrated workflow to infer evolutionary strata along sex chromosomes and other supergenesEvolCompGen: Evolution & Comparative GenomicsNew reference-level genomes are becoming increasingly available across the tree of life, opening new avenues for addressing exciting evolutionary ques [...]
21 July 17:20-17:40 (add to calendar) 02NSumit WaliaBuilding Ultralarge Pangenomes Using Scalable and Compressive TechniquesGenCompBio: General Computational BiologyPangenomics studies intra-species genetic diversity by analyzing collections of genomes from the same species. As pangenomics scales to millions of se [...]
21 July 17:20-17:40 (add to calendar) 02FVischi MicheleEfficient quantum algorithm to simulate open systems through a single environmental qubitNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum ComputingSimulating the dynamics of open quantum systems allows to understand real-world quantum phenomena which is a crucial task in a variety of fields. Rece [...]
21 July 17:20-17:40 (add to calendar) 04ABMichal LinialRevisiting Cancer Predisposition: Identifying Altered Genes with Protective and Recessive EffectsVarI: Variant Interpretationessential for both preventive and personalized medicine. Genetic studies of cancer predisposition typically identify significant genomic regions throu [...]
21 July 17:30-17:40 (add to calendar) 03BSevastianos KorsakChromatin as a Coevolutionary Graph: Modeling the Interplay of Replication with Chromatin Dynamics3DSIG: Structural Bioinformatics and Computational BiophysicsModeling DNA replication poses significant challenges due to the intricate interplay of biophysical processes and the need for precise parameter optim [...]
21 July 17:30-17:35 (add to calendar) 01BCharlie HarrisonIntroduction to AIBIO UKBioinformatics in the UKAIBIO-UK is a UKRI BBSRC-funded network to support and enhance engagement between the Biosciences and AI communities in the UK. The network supports [...]
21 July 17:30-18:00 (add to calendar) 12Evaluating and Benchmarking Foundation ModelsDREAM ChallengesSpeakers will give their opinions and about best practices to evaluate foundation models in biomedicine, and engage in conversation with attendees. [...]
21 July 17:30-18:00 (add to calendar) 01CAI and Bioinformatics: The Next EraISCB-China Workshop
21 July 17:35-18:00 (add to calendar) 01BAI: Careers and trajectoriesBioinformatics in the UKTBC [...]
21 July 17:40-18:00 (add to calendar) 03BClément BernardRNA-TorsionBERT: leveraging language models for RNA 3D torsion angles prediction3DSIG: Structural Bioinformatics and Computational BiophysicsPredicting the 3D structure of RNA is an ongoing challenge that has yet to be completely addressed despite continuous advancements. RNA 3D structures [...]
21 July 17:40-17:50 (add to calendar) 03ASusheel VarmaBridging the gap: advancing aging & dementia research through the open-access AD Knowledge PortalBOSC: Bioinformatics Open Source ConferenceThe AD Knowledge Portal (adknowledgeportal.org) is an NIA-funded resource developed by Sage Bionetworks to facilitate Alzheimer's Disease research thr [...]
21 July 17:40-18:00 (add to calendar) 11BCSuvojit HazraThe Phylogenetic Dynamic Regulatory Module Networks (P-DRMN) study infers Cis-regulatory features responsible for evolution of mammalian gene regulatory programs in aortic endotheliumEvolCompGen: Evolution & Comparative GenomicsCis-regulatory elements (CREs), such as promoters and enhancers, interact with transcription factors (TFs) to drive gene regulatory programs and contr [...]
21 July 17:40-18:00 (add to calendar) 02NMelissa SanabriaInformation Content as a metric to evaluate and compare DNA Language ModelsGenCompBio: General Computational BiologyLarge language models have transformed the field of natural language processing by enabling the generation of coherent and meaningful text. This succe [...]
21 July 17:40-18:00 (add to calendar) 02FYong ChenQuantum Approximate Optimization for K-Area Clustering of Biological DataNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing
21 July 17:40-17:50 (add to calendar) 04ABAntoine FavierCOBT: A gene-based rare variant burden test for case-only study designs using aggregated genotypes from public reference cohortsVarI: Variant InterpretationMore than 4000 rare genetic diseases have been reported, affecting 1 in 16 people. Yet, around 50% of patients remain undiagnosed after genetic testin [...]
21 July 17:50-18:00 (add to calendar) 03ASusheel VarmaThe ELITE Portal: A FAIR Data Resource For Healthy Aging Over The Life SpanBOSC: Bioinformatics Open Source ConferenceExceptional longevity (EL) is a rare phenotype characterized by an extended health span and sustained physiological function. Various domain-specific [...]
21 July 17:50-18:00 (add to calendar) 04ABConcluding remarks and prizesVarI: Variant Interpretation
21 July 18:00-18:00 (add to calendar) 02FClosing RemarksNIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing
22 July 08:40-09:00 (add to calendar) 01A-Morning Welcome and Keynote IntroductionDistinguished Keynotes
22 July 09:00-10:00 (add to calendar) 01AJames ZouComputational biology in the age of AI agentsDistinguished KeynotesAI agents—large language models equipped with tools and reasoning capabilities-are emerging as powerful research enablers. This talk will explore how [...]
22 July 11:20-12:00 (add to calendar) 03BDiego Ulises FerreiroA (bio)computational perspective on protein folding, function and evolution3DSIG: Structural Bioinformatics and Computational BiophysicsNatural protein molecules are amazing objects that somehow compute their structure, dynamics, and activities given a sequence of amino acids and an en [...]
22 July 11:20-12:20 (add to calendar) 03AChris MungallOpen Knowledge Bases in the Age of Generative AIBOKR: Bio-Ontologies and Knowledge RepresentationThe scientific and clinical community relies on the active development of a wide range of inter-linked knowledge bases, in order to plan experiments, [...]
22 July 11:20-12:20 (add to calendar) 03AChris MungallOpen Knowledge Bases in the Age of Generative AIBOSC: Bioinformatics Open Source ConferenceThe scientific and clinical community relies on the active development of a wide range of inter-linked knowledge bases, in order to plan experiments, [...]
22 July 11:20-12:00 (add to calendar) 04ABJulio Saez-RodriguezKnowledge-based machine learning to study cellular regulation from spatial multi-omics dataCSI: Computational Systems ImmunologyMulti-omics technologies, specially with single-cell and spatial resolution, provide unique opportunities to the key study intra- and inter-cellular p [...]
22 July 11:20-12:00 (add to calendar) 02FWarwick DunnThe elephant in the (metabolomics) room: computational approaches for small molecule structural annotation from single biological study to data repositoriesCompMS: Computational Mass SpectrometryMultiple omics research strategies (metabolomics, lipidomics, exposomics) focus on the reporting of small molecules in biological systems in relation [...]
22 July 11:20-11:30 (add to calendar) 12IntroductionEvolCompGen: Evolution & Comparative GenomicsIntroduction to the joint session Function and EvolCompGen [...]
22 July 11:20-11:30 (add to calendar) 12IntroductionFunction: Gene and Protein Function AnnotationIntroduction to the joint session Function and EvolCompGen [...]
22 July 11:20-12:20 (add to calendar) 01AMaria ChikinaToward Mechanistic Genomics: Advances in Sequence-to-Function ModelingMLCSB: Machine Learning in Computational and Systems BiologyRecent advances have firmly established sequence-to-function models as essential tools in modern genomics, enabling unprecedented insights into how ge [...]
22 July 11:20-12:00 (add to calendar) 01BLaura CantiniMulti-modal learning for single-cell data integrationNetBio: Network BiologySingle-cell RNA sequencing (scRNAseq) is revolutionizing biology and medicine. The possibility to assess cellular heterogeneity at a previously inacce [...]
22 July 11:20-11:30 (add to calendar) 01COpening TalkSysMod: Computational Modeling of Biological SystemsThe community of special interest (COSI) in systems modeling (SysMod) organizes annual one-day gatherings. In 2025 the meeting comprises three session [...]
22 July 11:20-11:40 (add to calendar) 11AAdam TalbotScale with Seqera: Accelerate, Expand, and CollaborateTech TrackTurning a promising research project into a robust, real-world solution requires tools that support both early experimentation and enterprise-scale de [...]
22 July 11:20-11:30 (add to calendar) 02NWelcome and opening remarksTransMed: Translational Medicine Informatics & Applications
22 July 11:30-12:10 (add to calendar) 12Marc Robinson-RechaviEvolution of function in light of gene expressionEvolCompGen: Evolution & Comparative GenomicsOne of the fundamental questions of genome evolution is how gene function changes or is constrained, whether between species (orthologs) or inside gen [...]
22 July 11:30-12:10 (add to calendar) 12Marc Robinson-RechaviEvolution of function in light of gene expressionFunction: Gene and Protein Function AnnotationOne of the fundamental questions of genome evolution is how gene function changes or is constrained, whether between species (orthologs) or inside gen [...]
22 July 11:30-12:10 (add to calendar) 01CRonan FlemingVariational kinetics: a variational formulation of reaction kineticsSysMod: Computational Modeling of Biological SystemsEstablished genome-scale modelling methods primarily predict reaction fluxes while established high-throughput experimental technologies primarily mea [...]
22 July 11:30-12:10 (add to calendar) 02NMelanie SchirmerGene-centric metagenomic analysis reveals functional insights into diseaseTransMed: Translational Medicine Informatics & ApplicationsThe human microbiome encodes millions of microbial genes that play a critical role for our health. However, identifying disease-associated microbial g [...]
22 July 11:40-12:00 (add to calendar) 11AViktor RudkoSimpleVM - Effortless Cloud Computing for ResearchTech TrackSimpleVM empowers life science researchers to harness cloud resources, regardless of their expertise in cloud computing. As a multi-cloud application, [...]
22 July 12:00-12:20 (add to calendar) 03BDavid MoiStructural Phylogenetics: toward an evolutionary model capturing both sequence and structure3DSIG: Structural Bioinformatics and Computational BiophysicsInferring deep phylogenetic relationships between proteins requires methods that can capture the iterative optimisation of the final folded protein ob [...]
22 July 12:00-12:20 (add to calendar) 04ABRobert F. MurphyFlexible and robust cell type annotation for highly multiplexed tissue imagesCSI: Computational Systems ImmunologyIdentifying cell types in highly multiplexed images is essential for understanding tissue spatial organization. Current cell type annotation methods o [...]
22 July 12:00-12:20 (add to calendar) 02FMadina BekbergenovaMetaboT: AI-based agent for natural language-based interaction with metabolomics knowledge graphsCompMS: Computational Mass SpectrometryLong abstract is submitted in pdf [...]
22 July 12:00-12:20 (add to calendar) 01BMayra Luisa Ruiz Tejada SeguraNichesphere: A method to identify disease specific physical cell-cell interactions and underlying cellular communication networksNetBio: Network BiologyUnderstanding disease specific cellular crosstalk is crucial for therapeutic targeting but challenging as signaling pathways dependent on direct physi [...]
22 July 12:00-12:20 (add to calendar) 11AMitchell ShiellOverture Prelude: A toolkit for small teams with big data problemsTech TrackOverture is used to build platforms that enable researchers to organize and share their data quickly, flexibly and at multiple scales. While Overture [...]
22 July 12:10-12:20 (add to calendar) 12Erik WrightConvergent evolution to similar proteins confounds structure searchEvolCompGen: Evolution & Comparative GenomicsAdvances in protein structure prediction and structural search tools (e.g., FoldSeek and PLMSearch) have enabled large-scale comparison of protein str [...]
22 July 12:10-12:20 (add to calendar) 12Erik WrightConvergent evolution to similar proteins confounds structure searchFunction: Gene and Protein Function AnnotationAdvances in protein structure prediction and structural search tools (e.g., FoldSeek and PLMSearch) have enabled large-scale comparison of protein str [...]
22 July 12:10-12:30 (add to calendar) 01CShauna O'DonovanA dynamic multi-tissue metabolic reconstruction reveals interindividual variation in postprandial metabolic fluxesSysMod: Computational Modeling of Biological SystemsGenome-scale metabolic models (GEMs) are large network-based metabolic reconstructions that can predict the flux of numerous metabolites making them v [...]
22 July 12:10-12:30 (add to calendar) 02NMirko TreccaniHow (poly)phenols can shape a healthier life? A nutri-omics investigation on their cardiometabolic health effectsTransMed: Translational Medicine Informatics & Applications(Poly)phenols (PPs) are a group of bioactive compounds found in plant-based food, widely consumed within diet. Several studies have reported the benef [...]
22 July 12:20-12:40 (add to calendar) 03BJoel Roca MartinezThe structural and functional plasticity of the GNAT fold: A case of convergent evolution3DSIG: Structural Bioinformatics and Computational BiophysicsSpermine/spermidine acetyltransferases (SSATs) are members of the highly diverse Gcn5-related N-acetyltransferase (GNAT) superfamily, which ranks amon [...]
22 July 12:20-12:40 (add to calendar) 03AFavour JamestextToKnowledgeGraph: Generation of Molecular Interaction Knowledge Graphs Using Large Language Models for Exploration in CytoscapeBOKR: Bio-Ontologies and Knowledge RepresentationKnowledge graphs (KGs) are powerful tools for structuring and analyzing biological information due to their ability to represent data and improve quer [...]
22 July 12:20-12:40 (add to calendar) 03AFavour JamestextToKnowledgeGraph: Generation of Molecular Interaction Knowledge Graphs Using Large Language Models for Exploration in CytoscapeBOSC: Bioinformatics Open Source ConferenceKnowledge graphs (KGs) are powerful tools for structuring and analyzing biological information due to their ability to represent data and improve quer [...]
22 July 12:20-12:40 (add to calendar) 04ABHaoyu WangDual-Graph Attention Network for Protein Imputation from Spatial TranscriptomicsCSI: Computational Systems ImmunologyCell function in multicellular systems is shaped by its spatial context, making the study of cellular interactions within tissues essential for unders [...]
22 July 12:20-12:40 (add to calendar) 02FAlejandro Mendoza CantuReference data-driven analysis for joint metabolome–microbiome readout from untargeted mass spectrometry dataCompMS: Computational Mass SpectrometryUntargeted tandem mass spectrometry (MS/MS) metabolomics enables broad chemical profiling of complex biological samples but is limited by low annotati [...]
22 July 12:20-12:30 (add to calendar) 12Maureen StolzerEvolution of the Metazoan Protein Domain Toolkit Revealed by a Birth-Death-Gain ModelEvolCompGen: Evolution & Comparative GenomicsDomains, sequence fragments that encode protein modules with a distinct structure and function, are the basic building blocks of proteins. The set of [...]
22 July 12:20-12:30 (add to calendar) 12Maureen StolzerEvolution of the Metazoan Protein Domain Toolkit Revealed by a Birth-Death-Gain ModelFunction: Gene and Protein Function AnnotationDomains, sequence fragments that encode protein modules with a distinct structure and function, are the basic building blocks of proteins. The set of [...]
22 July 12:20-12:40 (add to calendar) 01AJudith BernettDeep learning models for unbiased sequence-based PPI prediction plateau at an accuracy of 0.65MLCSB: Machine Learning in Computational and Systems BiologyAs most proteins interact with other proteins to perform their respective functions, methods to computationally predict these interactions have been d [...]
22 July 12:20-12:40 (add to calendar) 01BSaniya KhullarNetREm: Network Regression Embeddings reveal cell-type transcription factor coordination for gene regulationNetBio: Network BiologyBackground: Transcription factor (TF) coordination plays a key role in gene regulation via direct and/or indirect protein–protein interactions (PPIs) [...]
22 July 12:20-13:00 (add to calendar) 11AFilippo UtroAI and Quantum in Healthcare and Life SciencesTech TrackThe advent of foundation models (FM) and quantum computing (QC) has ushered in a new paradigm for tackling complex problems, igniting significant inte [...]
22 July 12:30-12:40 (add to calendar) 12Samuel DavisDeep Phylogenetic Reconstruction Reveals Key Functional Drivers in the Evolution of B1/B2 Metallo-β-LactamasesEvolCompGen: Evolution & Comparative GenomicsMetallo-β-lactamases (MBLs) comprise a diverse family of antibiotic-degrading enzymes. Despite their growing implication in drug-resistant pathogens, [...]
22 July 12:30-12:40 (add to calendar) 12Samuel DavisDeep Phylogenetic Reconstruction Reveals Key Functional Drivers in the Evolution of B1/B2 Metallo-β-LactamasesFunction: Gene and Protein Function AnnotationMetallo-β-lactamases (MBLs) comprise a diverse family of antibiotic-degrading enzymes. Despite their growing implication in drug-resistant pathogens, [...]
22 July 12:30-12:50 (add to calendar) 01CGarhima AroraDecoding organ-specific breast cancer metastasis through single-cell metabolic modelingSysMod: Computational Modeling of Biological SystemsBreast organotropism, the preferential metastasis of breast cancer cells to specific organs, remains a critical challenge but clinically significant p [...]
22 July 12:30-12:40 (add to calendar) 02NMehdi LayeghifardGenomic Scars of Survival: Translating Therapy-Induced Mutagenesis into Clinical Insights in Childhood CancerTransMed: Translational Medicine Informatics & ApplicationsChildren with cancer endure numerous short- and long-term side effects of treatment, but the extent of DNA damage associated with chemotherapy exposur [...]
22 July 12:40-13:00 (add to calendar) 03BWan-Chun SuVirus targeting as a dominant driver of interfacial evolution in the structurally resolved human-virus protein-protein interaction network3DSIG: Structural Bioinformatics and Computational BiophysicsThe competitive nature of host-virus protein-protein interactions drives an ongoing evolutionary arms race between hosts and viruses. The surface regi [...]
22 July 12:40-13:00 (add to calendar) 03ABharath DandalaBMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models built on Biomed-Multi-OmicBOKR: Bio-Ontologies and Knowledge RepresentationHigh-throughput sequencing has revolutionized transcriptomic studies, and the synthesis of these diverse datasets holds significant potential for a de [...]
22 July 12:40-13:00 (add to calendar) 03AGavin FarrellDOME Registry - Supporting ML transparency and reproducibility in the life sciencesBOKR: Bio-Ontologies and Knowledge RepresentationThe adoption of machine learning (ML) methods in the life sciences has been transformative, solving landmark challenges such as accurate protein struc [...]
22 July 12:40-13:00 (add to calendar) 03ARaúl Fernández-DíazAutoPeptideML 2: An open source library for democratizing machine learning for peptide bioactivity predictionBOKR: Bio-Ontologies and Knowledge RepresentationPeptides are a rapidly growing drug modality with diverse bioactivities and accessible synthesis, particularly for canonical peptides composed of the [...]
22 July 12:40-13:00 (add to calendar) 03ABharath DandalaBMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models built on Biomed-Multi-OmicBOSC: Bioinformatics Open Source ConferenceHigh-throughput sequencing has revolutionized transcriptomic studies, and the synthesis of these diverse datasets holds significant potential for a de [...]
22 July 12:40-13:00 (add to calendar) 03AGavin FarrellDOME Registry - Supporting ML transparency and reproducibility in the life sciencesBOSC: Bioinformatics Open Source ConferenceThe adoption of machine learning (ML) methods in the life sciences has been transformative, solving landmark challenges such as accurate protein struc [...]
22 July 12:40-13:00 (add to calendar) 03ARaúl Fernández-DíazAutoPeptideML 2: An open source library for democratizing machine learning for peptide bioactivity predictionBOSC: Bioinformatics Open Source ConferencePeptides are a rapidly growing drug modality with diverse bioactivities and accessible synthesis, particularly for canonical peptides composed of the [...]
22 July 12:40-13:00 (add to calendar) 04ABVeronika KedlianSingle-cell and spatial atlas of the Human Ageing ThymusCSI: Computational Systems ImmunologyThe thymus is a primary immune organ responsible for the production of naive T cells which experiences age-related changes, also termed involution ver [...]
22 July 12:40-13:00 (add to calendar) 02FDiana KarakiCombined MS and MS/MS deconvolution of SWATH DIA data with the DIA-NMF software for comprehensive annotation in metabolomicsCompMS: Computational Mass SpectrometryData-independent acquisition (DIA), particularly Sequential Window Acquisition of All Theoretical Mass Spectra (SWATH-MS), is gaining momentum in unta [...]
22 July 12:40-13:00 (add to calendar) 02FNils HoffmannTowards mzTab-M 2.1 - Evolving the HUPO-PSI standard format for reporting of small molecule mass spectrometry resultsCompMS: Computational Mass SpectrometryMass spectrometry (MS) is central to modern large-scale metabolomics, but a lack of data format standardization for intermediate and final MS data ana [...]
22 July 12:40-12:50 (add to calendar) 12Paul D. ThomasA compendium of human gene functions derived from evolutionary modelingEvolCompGen: Evolution & Comparative GenomicsA comprehensive, computable representation of the functional repertoire of all macromolecules encoded within the human genome is a foundational resour [...]
22 July 12:40-12:50 (add to calendar) 12Paul D. ThomasA compendium of human gene functions derived from evolutionary modelingFunction: Gene and Protein Function AnnotationA comprehensive, computable representation of the functional repertoire of all macromolecules encoded within the human genome is a foundational resour [...]
22 July 12:40-13:00 (add to calendar) 01AJie LiuAccurate PROTAC targeted degradation prediction with DegradeMasterMLCSB: Machine Learning in Computational and Systems BiologyMotivation: Proteolysis-targeting chimeras (PROTACs) are heterobifunctional molecules that can degrade ‘undruggable’ protein of interest (POI) by recr [...]
22 July 12:40-13:00 (add to calendar) 01BGiulia CesaroCell-specific Graph Operation Strategy on Signaling Intracellular PathwaysNetBio: Network BiologyRecent advances in single-cell RNA sequencing have enabled a detailed exploration of cell-cell communication. Several computational tools infer extrac [...]
22 July 12:40-12:50 (add to calendar) 02NLena MöbusMOSAIC-AD: Multilayered Patient Similarity Analysis Integrating Omics and Clinical Data for Patient Stratification in Atopic DermatitisTransMed: Translational Medicine Informatics & ApplicationsAtopic dermatitis (AD) presents with high inter-individual variability in both disease progression and treatment response. Understanding how patients [...]
22 July 12:50-13:00 (add to calendar) 12Ana RojaspLM in functional annotation: relationship between sequence conservation and embedding similarityEvolCompGen: Evolution & Comparative GenomicsFunctional annotation of protein sequences remains a bottleneck for understanding the biology of both model and non model organisms, as conventional h [...]
22 July 12:50-01:00 (add to calendar) 12Ana RojaspLM in functional annotation: relationship between sequence conservation and embedding similarityFunction: Gene and Protein Function AnnotationFunctional annotation of protein sequences remains a bottleneck for understanding the biology of both model and non model organisms, as conventional h [...]
22 July 12:50-12:55 (add to calendar) 01CEnzyme activation network facilitates regulatory crosstalk between metabolic pathwaysSysMod: Computational Modeling of Biological SystemsThe metabolic network, the largest inter connected system in the cell, is constantly regulated by a range of regulatory interactions. To characterize [...]
22 July 12:50-13:00 (add to calendar) 02NNicola CalonaciGene mutant dosage determine prognosis and metastatic tropism in 60,000 clinical cancer samplesTransMed: Translational Medicine Informatics & ApplicationsThe intricate interplay between somatic mutations and copy number alterations critically influences tumour evolution and clinical outcomes. Yet, conve [...]
22 July 12:55-13:00 (add to calendar) 01CBingxin LuCell-cycle dependent DNA repair and replication unifies patterns of chromosome instabilitySysMod: Computational Modeling of Biological SystemsChromosomal instability (CIN) is pervasive in human tumours and often leads to structural or numerical chromosomal aberrations. Somatic structural var [...]
22 July 14:00-14:20 (add to calendar) 03BNicola BordinNovel structural arrangements from a billion-scale protein universe3DSIG: Structural Bioinformatics and Computational BiophysicsRecent advances in protein structure prediction by AlphaFold2 and ESMFold have massively expanded the known protein structural landscape. The AlphaFol [...]
22 July 14:00-14:20 (add to calendar) 03AJ. Harry CaufieldBioPortal: a rejuvenated resource for biomedical ontologiesBOKR: Bio-Ontologies and Knowledge RepresentationBioPortal is an open repository of biomedical ontologies that supports data organization, curation, and integration across various domains. Serving as [...]
22 July 14:00-14:20 (add to calendar) 03AJ. Harry CaufieldBioPortal: a rejuvenated resource for biomedical ontologiesBOSC: Bioinformatics Open Source ConferenceBioPortal is an open repository of biomedical ontologies that supports data organization, curation, and integration across various domains. Serving as [...]
22 July 14:00-14:40 (add to calendar) 04ABHarinder SinghExpanding the DNA Motif Lexicon of the Transcriptional Regulatory CodeCSI: Computational Systems ImmunologyTranscriptional regulatory sequences in metazoans contain intricate combinations of transcription factor (TF) motifs. Stereospecific arrangements of s [...]
22 July 14:00-14:20 (add to calendar) 02FJanne HeirmanEnhanced spectrum clustering for interpretable molecular networkingCompMS: Computational Mass SpectrometrySmall molecule tandem mass spectrometry (MS/MS) produces vast datasets, making interpretation challenging. Molecular networking aids analysis by linki [...]
22 July 14:00-14:20 (add to calendar) 11BCSama GoliaeiDisentangling SARS-CoV-2 Lineage Importations and the Role of NPIs Using Bayesian Phylogeography of 1.8 Million GenomesEvolCompGen: Evolution & Comparative GenomicsNonpharmaceutical interventions (NPIs) were key to limiting SARS-CoV-2 transmission before vaccines, though their effectiveness—especially regarding m [...]
22 July 14:00-14:20 (add to calendar) 12Huiying YanGOAnnotator: Accurate protein function annotation using automatically retrieved literatureFunction: Gene and Protein Function AnnotationAutomated protein function prediction/annotation (AFP) is vital for understanding biological processes and advancing biomedical research. Existing tex [...]
22 July 14:00-14:20 (add to calendar) 01ASeungheun BaekGPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter OptimizationMLCSB: Machine Learning in Computational and Systems BiologyPredicting cellular responses to genetic perturbations is essential for understanding biological systems and developing targeted therapeutic strategie [...]
22 July 14:00-14:20 (add to calendar) 01BSindhura KommuPrediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based LearningNetBio: Network BiologyMotivation: Single-cell RNA sequencing (scRNA-seq) data offers unprecedented opportunities to infer gene regulatory networks (GRNs) at a fine-grained [...]
22 July 14:00-14:40 (add to calendar) 01CJasmin FisherVirtual Tumours for Predictive Precision OncologySysMod: Computational Modeling of Biological SystemsCancer is a complex systemic disease driven by genetic and epigenetic aberrations that impact a multitude of signalling pathways operating in differen [...]
22 July 14:00-14:20 (add to calendar) 11ADorota LatekGPCRVS - AI-driven decision support system for GPCR virtual screeningTech TrackGPCRVS represents an efficient, simple, easily accessible, and open-source web service that, as a decision support system, aims to facilitate the prec [...]
22 July 14:00-14:20 (add to calendar) 02NSerdar BozdagTop-DTI: Integrating Topological Deep Learning and Large Language Models for Drug Target Interaction PredictionTransMed: Translational Medicine Informatics & ApplicationsMotivation: The accurate prediction of drug–target interactions (DTI) is a crucial step in drug discovery, providing a foundation for identifying nove [...]
22 July 14:20-14:40 (add to calendar) 03BHanne ZillmerTowards a comprehensive view of the pocketome universe – biological implications and algorithmic challenges3DSIG: Structural Bioinformatics and Computational BiophysicsWith the availability of reliably predicted 3D-structures for essentially all known proteins, characterizing the entirety of protein - small-molecule [...]
22 July 14:20-14:40 (add to calendar) 03AMichael BouzinierFormal Validation of Variant Classification Rules Using Domain-Specific Language and Meta-PredicatesBOKR: Bio-Ontologies and Knowledge RepresentationThis talk aims to initiate a community discussion on strategies for validating the selection and curation of genetic variants for clinical and researc [...]
22 July 14:20-14:40 (add to calendar) 03AMichael BouzinierFormal Validation of Variant Classification Rules Using Domain-Specific Language and Meta-PredicatesBOSC: Bioinformatics Open Source ConferenceThis talk aims to initiate a community discussion on strategies for validating the selection and curation of genetic variants for clinical and researc [...]
22 July 14:20-14:40 (add to calendar) 02FJuan Sebastian Piedrahita GiraldoDeep Learning for Small Molecule Analog Discovery From Untargeted Mass SpectrometryCompMS: Computational Mass SpectrometryTandem mass spectrometry (MS/MS) is a key tool for analyzing the small molecule composition of biological samples. Untargeted metabolomics data analys [...]
22 July 14:20-14:40 (add to calendar) 11BCNicole A. RogowskiSARS-CoV-2 Intra-Host Evolution in Immuno-Compromised Individuals: A Fractal Perspective on Genome GeometryEvolCompGen: Evolution & Comparative GenomicsStudies have associated the punctuated evolution of SARS-CoV-2 variants with prolonged infections and subsequent transmission. We describe the genetic [...]
22 July 14:20-14:40 (add to calendar) 12Jun KimSemi-Supervised Data-Integrated Feature Importance Enhances Performance and Interpretability of Biological Classification TasksFunction: Gene and Protein Function AnnotationAccurate model performance on training data does not ensure alignment between the model’s feature weighting patterns and human knowledge, which can li [...]
22 July 14:20-14:40 (add to calendar) 01AYanshuo ChenFast and scalable Wasserstein-1 neural optimal transport solver for single-cell perturbation predictionMLCSB: Machine Learning in Computational and Systems BiologyPredicting single-cell perturbation responses requires mapping between two unpaired single-cell data distributions. Optimal transport (OT) theory prov [...]
22 July 14:20-14:40 (add to calendar) 01BIbrahim AlsaggafEnhanced Gaussian noise augmentation-based contrastive learning for predicting the longevity effects of genes using protein-protein interaction networksNetBio: Network BiologyProtein-protein interaction (PPI) networks are a type of informative feature source that has already been widely used in Bioinformatics research. Howe [...]
22 July 14:20-14:40 (add to calendar) 11ASupratim DasSelf-supervised generative AI enables conversion of two non-overlapping cohortsTech TrackPrognostic models in healthcare often rely on big data, which is typically distributed across multiple medical cohorts. Even if collected for similar [...]
22 July 14:20-14:30 (add to calendar) 02NSophia KrixUnraveling Early Changes in Alzheimer's Disease: Causal Relationships Among Sleep Behavior, Immune Dynamics, and Cognitive Performance Through Multimodal Data FusionTransMed: Translational Medicine Informatics & ApplicationsIn the early stages of Alzheimer’s Disease (AD), significant changes in sleep behavior and immune system dynamics occur prior to the onset of patholog [...]
22 July 14:30-14:40 (add to calendar) 02NBarry RyanCombining Clinical Embeddings with Multi-Omic Features for Improved Interpretability in Parkinson’s Disease Patient ClassificationTransMed: Translational Medicine Informatics & ApplicationsThis study demonstrates the integration of Large Language Model (LLM)-derived clinical text embeddings from the Movement Disorder Society Unified Park [...]
22 July 14:40-14:50 (add to calendar) 03BMiguel Fernandez-MartinTowards a Biophysical Description of the Protein Universe3DSIG: Structural Bioinformatics and Computational BiophysicsUnderstanding how protein families evolve and function remains a central question in molecular biophysics. By grouping evolutionarily related proteins [...]
22 July 14:40-15:00 (add to calendar) 03ASebastian LobentanzerBioChatter: An open-source framework integrating knowledge graphs and large language models for Accessible Biomedical AIBOKR: Bio-Ontologies and Knowledge RepresentationThe integration of large language models (LLMs) with structured biomedical knowledge remains a key challenge for building robust, trustworthy, and rep [...]
22 July 14:40-15:00 (add to calendar) 03ASebastian LobentanzerBioChatter: An open-source framework integrating knowledge graphs and large language models for Accessible Biomedical AIBOSC: Bioinformatics Open Source ConferenceThe integration of large language models (LLMs) with structured biomedical knowledge remains a key challenge for building robust, trustworthy, and rep [...]
22 July 14:40-15:00 (add to calendar) 04ABAlisa OmelchenkoNetwork-based integration of epigenetic and transcriptomic landscapes unveils molecular programs underlying T follicular helper cell differentiationCSI: Computational Systems ImmunologyUsing networks approaches allows us to integrate multi-modal datasets and view the immune system pathways with a multi-scale lens. Therefore, designin [...]
22 July 14:40-15:00 (add to calendar) 02FElmira ShajariMass Spectrometry and Machine Learning Reveal Stool-Based Multi-Signatures for Diagnosis and Longitudinal Monitoring of Inflammatory Bowel DiseaseCompMS: Computational Mass SpectrometryBackground: Monitoring inflammation activity in Inflammatory Bowel Disease (IBD) is essential for guiding treatment and preventing long-term complica [...]
22 July 14:40-15:00 (add to calendar) 02FTom David MüllerRapid Deployment of Interactive and Visual Web Applications for Computational Mass SpectrometryCompMS: Computational Mass SpectrometryMass Spectrometry (MS) is a highly versatile bioanalytical technique with a myriad of experimental approaches, instrumentation, and computational tool [...]
22 July 14:40-15:00 (add to calendar) 11BCCaroline MartiniucAntarctica as a Viral Reservoir: Insights from Comparative Genomics and MetagenomicsEvolCompGen: Evolution & Comparative GenomicsTwo bioinformatics approaches stand out in the study of viromes in extreme environments: prophage comparative genomics and viral metagenomic analyses. [...]
22 July 14:40-15:00 (add to calendar) 12Rund TawfiqOn the completeness, coherence, and consistency of protein function prediction: lifting function prediction from isolated proteins to biological systemsFunction: Gene and Protein Function AnnotationThe Critical Assessment of Functional Annotation (CAFA) defines protein function prediction as the task of assigning Gene Ontology (GO) terms to indiv [...]
22 July 14:40-15:00 (add to calendar) 01AEuxhen HasanajRecovering Time-Varying Networks From Single-Cell DataMLCSB: Machine Learning in Computational and Systems BiologyGene regulation is a dynamic process that underlies all aspects of human development, disease response, and other key biological processes. The recons [...]
22 July 14:40-15:00 (add to calendar) 01BKivilcim OzturkUncovering the systems-level mutational landscape of intrinsically disordered regions in cancerNetBio: Network BiologyBiological functions and cellular behaviors arise from interactions among proteins and other molecules within cells, and cancers often act to perturb [...]
22 July 14:40-15:00 (add to calendar) 01CArnau MontagudA community benchmark of off-lattice multiscale modelling tools reveals differences in methods and across-scales integrationsSysMod: Computational Modeling of Biological SystemsThe emergence of virtual human twins (VHT) in biomedical research has sparked interest in multiscale modelling frameworks, particularly in their appli [...]
22 July 14:40-15:00 (add to calendar) 11ATim KuceraThe Bioverse - Biomolecule data processing for AI made easyTech TrackWe introduce the bioverse, a free and open-source Python package that streamlines biological data preparation for machine learning. Focused on structu [...]
22 July 14:40-15:00 (add to calendar) 02NPhilip KennewegGenerating Synthetic Genotypes using Diffusion ModelsTransMed: Translational Medicine Informatics & ApplicationsIn this paper, we introduce the first diffusion model designed to generate complete synthetic human genotypes, which, by standard protocols, one can s [...]
22 July 14:50-15:00 (add to calendar) 03BJavier Sánchez UtgésComputational methods for the characterisation and evaluation of protein-ligand binding sites3DSIG: Structural Bioinformatics and Computational BiophysicsFragment screening is used for hit identification in drug discovery, but it is often unclear which binding sites are functionally relevant. Here, data [...]
22 July 15:00-15:20 (add to calendar) 03BAlex MoreheadFlowDock: Geometric Flow Matching for Generative Protein-Ligand Docking and Affinity Prediction3DSIG: Structural Bioinformatics and Computational BiophysicsMotivation: Powerful generative models of protein-ligand structure have recently been proposed, but few of these methods support both flexible protein [...]
22 July 15:00-15:20 (add to calendar) 03ANick JutyApplications of Bioschemas in FAIR, AI and knowledge representationBOKR: Bio-Ontologies and Knowledge RepresentationBioschemas.org defines domain-specific metadata schemas based on schema.org extensions, which expose key metadata properties from resource records. Th [...]
22 July 15:00-15:20 (add to calendar) 03ANick JutyApplications of Bioschemas in FAIR, AI and knowledge representationBOSC: Bioinformatics Open Source ConferenceBioschemas.org defines domain-specific metadata schemas based on schema.org extensions, which expose key metadata properties from resource records. Th [...]
22 July 15:00-15:20 (add to calendar) 04ABIsabella WithnellTissue first single cell RNA seq strategy reveals renal tumour specific expansion of regulatory DN1 B cellsCSI: Computational Systems ImmunologyPan cancer atlases often integrate cells across tissues, obscuring context specific immune states. We developed a tissue first single cell RNA seq pip [...]
22 July 15:00-15:20 (add to calendar) 02FZixuan XiaoPepSi-Print: Unraveling Protein Fingerprints through Pairwise Intensity Ratios with a Peptide Siamese NetworkCompMS: Computational Mass SpectrometryIn MS-based bottom-up proteomics, proteins are enzymatically digested into peptides, and identified and quantified to infer proteins. While MS2 spectr [...]
22 July 15:00-15:10 (add to calendar) 11BCMilana Frenkel-MorgensternComputational Genomics and Biosynthetic Potential Analysis of a Dead Sea Penicillium sp.EvolCompGen: Evolution & Comparative GenomicsExtreme environments harbor unique microbial life with biotechnological potential. Here, we characterize a novel Penicillium sp. isolated from the hyp [...]
22 July 15:00-15:20 (add to calendar) 12Chih-Hsuan WeiContextual Gene Set Analysis with Large Language ModelsFunction: Gene and Protein Function AnnotationGene set analysis (GSA) is a foundational technique in genomics research, enabling the identification of biological processes and disease mechanisms a [...]
22 July 15:00-15:10 (add to calendar) 01AJishnu DasSliding Window INteraction Grammar (SWING): a generalized interaction language model for peptide and protein interactionsMLCSB: Machine Learning in Computational and Systems BiologyProtein language models (pLMs) can embed protein sequences for different proteomic tasks. However, these methods are suboptimal at learning the langua [...]
22 July 15:00-15:20 (add to calendar) 01BErik SonnhammerAdvancing Network Biology with FunCoup 6NetBio: Network BiologyWe recently released FunCoup 6, a major update to the FunCoup network database, providing researchers with a significantly improved and redesigned pla [...]
22 July 15:00-15:20 (add to calendar) 01CNhung DuongMulti-objective Reinforcement Learning for Optimizing JAK/STAT Pathway Interventions: A Quantitative System Pharmacology StudySysMod: Computational Modeling of Biological SystemsBackground and Aims: JAK/STAT cancer pathway-oriented treatment optimization poses challenges due to pathway complexity, feedback loops, resistance de [...]
22 July 15:00-15:20 (add to calendar) 11AAlberto PepeData, We Need to ChatTech Track"The exponential growth of biomedical datasets presents unprecedented opportunities for scientific discovery, yet researchers struggle to find and exp [...]
22 July 15:00-15:20 (add to calendar) 02NJian LiuPredicting fine-grained cell types from histology images through cross-modal learning in spatial transcriptomicsTransMed: Translational Medicine Informatics & ApplicationsMotivation: Fine-grained cellular characterization provides critical insights into biological processes, including tissue development, disease progres [...]
22 July 15:10-15:20 (add to calendar) 11BCDr. Karan KumarUnravelling the pangenome of autotrophic bacteria: Metabolic commonalities, evolutionary relationships, and industrially relevant traitsEvolCompGen: Evolution & Comparative GenomicsAtmospheric CO₂ fixation by microbial autotrophs presents a sustainable alternative to energy-intensive chemical processes, offering significant poten [...]
22 July 15:10-15:20 (add to calendar) 01AGerold CsendesBenchmarking foundation cell models for post-perturbation RNA-seq predictionMLCSB: Machine Learning in Computational and Systems BiologyAccurately predicting cellular responses to perturbations is essential for understanding cell behaviour in both healthy and diseased states. While per [...]
22 July 15:20-15:40 (add to calendar) 03BAlessia DavidMapping and characterization of the human missense variation universe using AlphaFold 3D models3DSIG: Structural Bioinformatics and Computational BiophysicsThe deep learning algorithm AlphaFold has revolutionized the field of structural biology by producing highly accurate three-dimensional models of the [...]
22 July 15:20-15:40 (add to calendar) 03APhil ReedRO-Crate: Capturing FAIR research outputs in bioinformatics and beyondBOKR: Bio-Ontologies and Knowledge RepresentationRO-Crate is a mechanism for packaging research outputs with structured metadata, providing machine-readability and reproducibility following the FAIR [...]
22 July 15:20-15:40 (add to calendar) 03ADavid GordonPheBee: A Graph-Based System for Scalable, Traceable, and Semantically Aware PhenotypingBOKR: Bio-Ontologies and Knowledge RepresentationThe association of phenotypes and disease diagnoses is a cornerstone of clinical care and biomedical research. Significant work has gone into standard [...]
22 July 15:20-15:40 (add to calendar) 03ADamien Goutte-GattatThe role of the Ontology Development Kit in supporting ontology compliance in adverse legal landscapesBOKR: Bio-Ontologies and Knowledge RepresentationOntologies, like code, are a form of speech. As such, they can be subject to laws and other regulations that attempt to control how freedom of speech [...]
22 July 15:20-15:40 (add to calendar) 03APhil ReedRO-Crate: Capturing FAIR research outputs in bioinformatics and beyondBOSC: Bioinformatics Open Source ConferenceRO-Crate is a mechanism for packaging research outputs with structured metadata, providing machine-readability and reproducibility following the FAIR [...]
22 July 15:20-15:40 (add to calendar) 03ADavid GordonPheBee: A Graph-Based System for Scalable, Traceable, and Semantically Aware PhenotypingBOSC: Bioinformatics Open Source ConferenceThe association of phenotypes and disease diagnoses is a cornerstone of clinical care and biomedical research. Significant work has gone into standard [...]
22 July 15:20-15:40 (add to calendar) 03ADamien Goutte-GattatThe role of the Ontology Development Kit in supporting ontology compliance in adverse legal landscapesBOSC: Bioinformatics Open Source ConferenceOntologies, like code, are a form of speech. As such, they can be subject to laws and other regulations that attempt to control how freedom of speech [...]
22 July 15:20-15:40 (add to calendar) 04ABDongjun GuoImmunoMatch learns and predicts cognate pairing of heavy and light immunoglobulin chainsCSI: Computational Systems ImmunologyThe development of stable antibodies formed by compatible heavy (H) and light (L) chain pairs is crucial in both the in vivo maturation of antibody-pr [...]
22 July 15:20-15:40 (add to calendar) 02FNicolas ProvencherIdentification of novel proteins by integrating ribosome profiling data into a transcriptomic language model for deeper mass spectrometry analysesCompMS: Computational Mass SpectrometryBackground – The human transcriptome contains millions of open reading frames (ORFeome) potentially coding for currently unknown or unannotated protei [...]
22 July 15:20-15:40 (add to calendar) 02FCeder DensZero-shot retention time prediction for unseen post-translational modifications with molecular structure encodingsCompMS: Computational Mass SpectrometryIdentifying proteoforms with diverse post-translational modifications (PTMs) remains challenging in mass spectrometry-based proteomics. PTMs regulate [...]
22 July 15:20-15:30 (add to calendar) 11BCFalk HildebrandSpatiotemporal patterns in the human gut dysbiosis contrasted to healthy familiesEvolCompGen: Evolution & Comparative GenomicsThe gut microbiome is essential to the wellbeing and health of its human host, yet most studies to date resolve the gut microbial community only at ge [...]
22 July 15:20-15:40 (add to calendar) 12Harsh SrivastavaFine-tuning protein language models with a disorder-aware vocabulary improves intrinsic disorder classification and function predictionFunction: Gene and Protein Function AnnotationIntrinsically disordered proteins (IDPs) and intrinsically disordered regions (IDRs) are essential to cellular processes but lack stable 3D conformati [...]
22 July 15:20-15:30 (add to calendar) 01AJeremie KalfonscPRINT: pre-training on 50 million cells allows robust gene network predictionsMLCSB: Machine Learning in Computational and Systems BiologyA cell is governed by the interaction of myriads of macromolecules. Inferring such a network of interactions has remained an elusive milestone in cell [...]
22 July 15:20-15:40 (add to calendar) 01BDewei HuSPACE: STRING proteins as complementary embeddingsNetBio: Network BiologyRepresentation learning has revolutionized sequence-based prediction of protein function and subcellular localization. Protein networks are an importa [...]
22 July 15:20-15:40 (add to calendar) 01CBi-Rong WangDecoding CXCL9 regulatory mechanisms by integrating perturbation screenings with active learning of mechanistic logic-ODE modelsSysMod: Computational Modeling of Biological SystemsDespite advances in immunotherapy, pancreatic cancer remains highly lethal due to an immunosuppressive tumor microenvironment characterized by immune [...]
22 July 15:20-15:40 (add to calendar) 11AZheng ChenBioInfore: A No-Code Genome Data Management System Based On AI AgentsTech TrackIn many genomic projects, selecting and preparing assemblies requires complex database queries, manual metadata curation, and bespoke code scripting. [...]
22 July 15:20-15:40 (add to calendar) 02NHatice OsmanbeyogluSpatial Regulatory Landscape of the Glioblastoma Tumor Immune MicroenvironmentTransMed: Translational Medicine Informatics & ApplicationsGlioblastoma (GBM) is the most aggressive primary brain tumor, with poor prognosis and limited treatment options. Its tumor microenvironment (TME) pla [...]
22 July 15:30-15:40 (add to calendar) 11BCBeatriz Vieira MouratoMarker discovery in the largeEvolCompGen: Evolution & Comparative GenomicsPathogen outbreaks are now routinely tracked by whole genome sequencing. This leads to ever-increasing opportunities for marker discovery beyond the t [...]
22 July 15:30-15:40 (add to calendar) 01AHongmin CaiMGCL-ST: Multi-view Graph Self-supervised Contrastive Learning for Spatial Transcriptomics EnhancementMLCSB: Machine Learning in Computational and Systems BiologySpatial transcriptomics enables the investigation of gene expression within its native spatial context, but existing technologies often suffer from lo [...]
22 July 15:40-16:00 (add to calendar) 03BGuanglei YuCATH-ddG: towards robust mutation effect prediction on protein–protein interactions out of CATH homologous superfamily3DSIG: Structural Bioinformatics and Computational BiophysicsMotivation: Protein-protein interactions (PPIs) are fundamental aspects in understanding biological processes. Accurately predicting the effects of mu [...]
22 July 15:40-16:00 (add to calendar) 03ARobert Hoehndorf10 years of the AberOWL ontology repository: moving towards federated reasoning and natural language accessBOKR: Bio-Ontologies and Knowledge RepresentationAberOWL is a framework for ontology-based data access in biology that has provided reasoning services for bio-ontologies since 2015. Unlike other onto [...]
22 July 15:40-16:00 (add to calendar) 03ARobert Hoehndorf10 years of the AberOWL ontology repository: moving towards federated reasoning and natural language accessBOSC: Bioinformatics Open Source ConferenceAberOWL is a framework for ontology-based data access in biology that has provided reasoning services for bio-ontologies since 2015. Unlike other onto [...]
22 July 15:40-16:00 (add to calendar) 04ABFelipe CampeloTaxon-specific linear B-cell epitope prediction with phylogeny-aware transfer learningCSI: Computational Systems ImmunologyThe identification of linear B-cell epitopes (LBCEs) is an important step in the development of immunodiagnostic tests and vaccines. Most existing com [...]
22 July 15:40-16:00 (add to calendar) 02FValeriia VasylievaOpen modification proteogenomics fosters reproducible detection of non-canonical proteinsCompMS: Computational Mass SpectrometryMS-based proteomics enables the identification of thousands of proteins within a single sample. Analysis of MS/MS spectra involves database search eng [...]
22 July 15:40-16:00 (add to calendar) 02FSteffen LemkePCI-DB: A novel primary tissue immunopeptidome database to guide next-generation peptide-based immunotherapy developmentCompMS: Computational Mass SpectrometryVarious cancer immunotherapies rely on the T cell-mediated recognition of peptide antigens presented on human leukocyte antigens (HLA). However, the i [...]
22 July 15:40-15:50 (add to calendar) 11BCErcan SeçkinWhole-genome detection and origin identification of orphan genes in plant-parasitic nematodesEvolCompGen: Evolution & Comparative GenomicsGenes with no known homologs constitute 5% to 30% of every organism’s genome. These orphan genes have either rapidly diverged from a family or have ap [...]
22 July 15:40-15:50 (add to calendar) 12Catherine ZhouA Novel Computational Pipeline for the Functional Characterization and Deorphanization of G-Protein Coupled ReceptorsFunction: Gene and Protein Function AnnotationG protein-coupled receptors (GPCRs) are integral membrane proteins central to cellular signaling and intercellular communication, with Class A GPCRs p [...]
22 July 15:40-15:50 (add to calendar) 01ARafael dos Santos PeixotoCharacterizing cell-type spatial relationships across length scales in spatially resolved omics dataMLCSB: Machine Learning in Computational and Systems BiologySpatially resolved omics (SRO) technologies enable the identification of cell types while preserving their organization within tissues. Application of [...]
22 July 15:40-16:00 (add to calendar) 01BBeatriz Urda-GarcíaDisentangling the genetic and non-genetic origin of disease co-occurrencesNetBio: Network BiologyNumerous diseases co-occur more than expected by chance, likely due to a combination of genetic and environmental factors. However, the extent to whic [...]
22 July 15:40-16:00 (add to calendar) 01CSayali Anil AlatkarARTEMIS integrates autoencoders and Schrödinger Bridges to predict continuous dynamics of gene expression, cell population and perturbation from time-series single-cell dataSysMod: Computational Modeling of Biological SystemsCellular processes like development, differentiation, and disease progression are highly complex and dynamic (e.g., gene expression). These processes [...]
22 July 15:40-16:00 (add to calendar) 11AOmi: Bridging the Informatics to Bio Gap with a Natural Language Co-pilotTech TrackOmi facilitates bioinformatics analysis by replacing complex command-line processes with a natural language bioinformatics co-pilot. We codify bioinfo [...]
22 July 15:40-15:50 (add to calendar) 02NShilin ZhaoSpatialPathomicsToolkit: A Comprehensive Framework for Pathomics Feature Analysis and IntegrationTransMed: Translational Medicine Informatics & ApplicationsAbstract: We present SpatialPathomicsToolkit, a modular and platform-agnostic toolkit for comprehensive analysis of pathomics features from whole slid [...]
22 July 15:50-16:00 (add to calendar) 11BCIsabella GallegoConstruction and Analysis of the Moniliophthora roreri pangenomeEvolCompGen: Evolution & Comparative GenomicsMoniliophthora roreri, the causal agent of frosty pod rot, is a devastating fungal pathogen affecting cacao production across Latin America. Its broad [...]
22 July 15:50-16:00 (add to calendar) 12Jason McDermottVaLPAS: Leveraging variation in experimental multi-omics data to elucidate protein functionFunction: Gene and Protein Function AnnotationDespite continuing advances in sequencing and computational function determination, large parts of the studied gene, protein and metabolite space rema [...]
22 July 15:50-16:00 (add to calendar) 01AElyas HeidariSegger: Fast and accurate cell segmentation of imaging-based spatial transcriptomics dataMLCSB: Machine Learning in Computational and Systems BiologyAccurate cell segmentation is a critical first step in the analysis of imaging-based spatial transcriptomics (iST). Despite decades of research in ce [...]
22 July 15:50-16:00 (add to calendar) 02NMarcelo HurtadoCellTFusion: A novel approach to unravel cell states via cell type deconvolution and TF activity estimated from bulk RNAseq data identifies clinically relevant cell nichesTransMed: Translational Medicine Informatics & ApplicationsThe tumor microenvironment (TME) plays a key role in cancer development by influencing physiopathological processes. Despite significant progress in u [...]
22 July 16:40-17:00 (add to calendar) 03BRaymund HackettInvestigating Enzyme Function by Geometric Matching of Catalytic Motifs3DSIG: Structural Bioinformatics and Computational BiophysicsDetecting catalytic features in protein structures can provide important hints about enzyme function and mechanism. Keeping pace with the rapidly grow [...]
22 July 16:40-16:50 (add to calendar) 03AGuy CochraneThe global biodata infrastructure: how, where, who, and what?BOKR: Bio-Ontologies and Knowledge RepresentationLife science and biomedical research around the world is critically dependent on a global infrastructure of biodata resources that store and provide a [...]
22 July 16:40-16:50 (add to calendar) 03AGuy CochraneThe global biodata infrastructure: how, where, who, and what?BOSC: Bioinformatics Open Source ConferenceLife science and biomedical research around the world is critically dependent on a global infrastructure of biodata resources that store and provide a [...]
22 July 16:40-17:00 (add to calendar) 04ABPengfei ZhangIterative Attack-and-Defend Framework for Improving TCR-Epitope Binding Prediction ModelsCSI: Computational Systems ImmunologyReliable TCR-epitope binding prediction models are essential for development of adoptive T cell therapy and vaccine design. These models often struggl [...]
22 July 16:40-17:00 (add to calendar) 02FLucas MirandaCellPick: a cell selection toolkit for spatial proteomicsCompMS: Computational Mass SpectrometryWe present CellPick: a computational tool for facilitating the selection of cells for laser microdissection in spatial proteomics applications. Laser [...]
22 July 16:40-17:00 (add to calendar) 11BCYuan WeiRecomb-Mix: fast and accurate local ancestry inferenceEvolCompGen: Evolution & Comparative GenomicsMotivation: The availability of large genotyped cohorts brings new opportunities for revealing the high-resolution genetic structure of admixed popula [...]
22 July 16:40-17:00 (add to calendar) 12Matthias BlumAccelerating protein family classification in InterPro with AI innovationsFunction: Gene and Protein Function AnnotationInterPro is a freely accessible resource for classifying protein sequences into families, domains, and functional sites, integrating predictive signat [...]
22 July 16:40-16:50 (add to calendar) 01AAarthi VenkatDissecting cellular and molecular mechanisms of pancreatic cancer with deep learningMLCSB: Machine Learning in Computational and Systems BiologyPancreatic endocrine-exocrine crosstalk plays a key role in normal physiology and disease and is perturbed by altered host metabolic states. For examp [...]
22 July 16:40-17:00 (add to calendar) 01BLucas GillenwaterGRACKLE: An interpretable matrix factorization approach for biomedical representation learningNetBio: Network BiologyMotivation: Disruption in normal gene expression can contribute to the development of diseases and chronic conditions. However, identifying disease-sp [...]
22 July 16:40-17:00 (add to calendar) 01CAti AhmadiCalibrating agent‐based models of colicin-mediated inhibition in microfluidic traps using single-cell time-lapse microscopySysMod: Computational Modeling of Biological SystemsI uploaded the long abstract below. [...]
22 July 16:40-17:00 (add to calendar) 11AIntroducing the Longitude Prize on ALSTech TrackThe Longitude Prize on ALS is a £7.5m [~$10m USD] international programme that seeks to incentivise the use of AI-based approaches to transform therap [...]
22 July 16:40-16:50 (add to calendar) 02NSatoko NambaTRESOR: a disease signature integrating GWAS and TWAS for therapeutic target discovery in rare diseasesTransMed: Translational Medicine Informatics & ApplicationsIdentifying therapeutic targets for diseases is important in drug discovery. However, the depletion of viable therapeutic targets has a major bottlene [...]
22 July 16:50-17:50 (add to calendar) 03AData SustainabilityBOKR: Bio-Ontologies and Knowledge RepresentationThis BOSC 2025 panel will tackle the essential challenge of Data Sustainability, defined as the proactive and principled approach to ensuring bioinfor [...]
22 July 16:50-17:50 (add to calendar) 03AData SustainabilityBOSC: Bioinformatics Open Source ConferenceThis BOSC 2025 panel will tackle the essential challenge of Data Sustainability, defined as the proactive and principled approach to ensuring bioinfor [...]
22 July 16:50-17:00 (add to calendar) 01AYuna MiyachiSpliceSelectNet: A Hierarchical Transformer-Based Deep Learning Model for Splice Site PredictionMLCSB: Machine Learning in Computational and Systems BiologyRNA splicing is a critical post-transcriptional process that enables the generation of diverse protein isoforms. Aberrant splicing is implicated in a [...]
22 July 16:50-17:00 (add to calendar) 02NPeter WhiteGENIUS: Genomic Evaluation using Next-generation Intelligence for Understanding & Swift DiagnosisTransMed: Translational Medicine Informatics & ApplicationsMore than 350 million individuals globally suffer from approximately 10,000 known rare diseases. Despite genomic advances, patients today experience p [...]
22 July 17:00-17:20 (add to calendar) 03BGyorgy AbrusanCellular location shapes quaternary structure of enzymes.3DSIG: Structural Bioinformatics and Computational BiophysicsThe main forces driving protein complex evolution are currently not well understood, especially in homomers, where quaternary structure might frequent [...]
22 July 17:00-17:20 (add to calendar) 04ABKo-Han LeeNeoPrecis: A Computational Framework for Assessing Neoantigen Immunogenicity to Advance Cancer ImmunotherapyCSI: Computational Systems ImmunologyCancer immunotherapy, including immune checkpoint inhibitors (ICIs) and personalized cancer vaccines, has transformed cancer treatment. However, respo [...]
22 July 17:00-17:20 (add to calendar) 02FMarina PominovaA living proteomics benchmark for comprehensive evaluation of deep learning-based de novo peptide sequencing toolsCompMS: Computational Mass SpectrometryMass spectrometry-based proteomics is essential for understanding protein composition and function, yet traditional sequence database-based methods fa [...]
22 July 17:00-17:20 (add to calendar) 02FMavis: An Ensemble of Methods for Mean-Variance Trend Modeling and Bayesian Decision in Comparative ProteomicsCompMS: Computational Mass SpectrometryMotivation: Comparative methods that use dataset-level information such as mean-variance have been highly successful for several types of -omics data. [...]
22 July 17:00-17:20 (add to calendar) 11BCHannah SnellWINDEX: A hierarchical integration of site- and window-based statistics for modeling the footprint of positive selectionEvolCompGen: Evolution & Comparative GenomicsIn genetics studies, scientists search for mutations that explain changes in phenotype or population diversity. Adaptive mutations, or mutations that [...]
22 July 17:00-17:20 (add to calendar) 12Simon JeanneauThousands of confident genetic interactions in an Escherichia coli mutant collection elucidate numerous gene functionsFunction: Gene and Protein Function AnnotationDespite extensive research, nearly one-third of Escherichia coli genes remain uncharacterized. Understanding how these genes interact to support cellu [...]
22 July 17:00-18:00 (add to calendar) 01ASanmi KoyejoIs distribution shift still an AI problemMLCSB: Machine Learning in Computational and Systems BiologyDistribution shifts describe the phenomena where the deployment performance of an AI model exhibits differences from training. On the one hand, some c [...]
22 July 17:00-17:20 (add to calendar) 01BAritra BoseQuantum Random Walks for Biomarker Discovery in Biomolecular NetworksNetBio: Network BiologyBiomolecular networks, such as protein–protein interactions, gene–gene associations, and cell–cell interactions, offer valuable insights into the comp [...]
22 July 17:00-17:20 (add to calendar) 01CErick ArmingolInferring metabolic activities from single-cell and spatial transcriptomic atlasesSysMod: Computational Modeling of Biological SystemsMetabolism is fundamental to cellular function, supporting macromolecule synthesis, signaling, growth, and cell-cell communication. While single-cell [...]
22 July 17:00-17:10 (add to calendar) 02NYasmin JolasunSIDISH Identifies High-Risk Disease-Associated Cells and Biomarkers by Integrating Single-Cell Depth and Bulk BreadthTransMed: Translational Medicine Informatics & ApplicationsSingle-cell RNA sequencing (scRNA-seq) offers unparalleled resolution for studying cellular heterogeneity but is costly, restricting its use to small [...]
22 July 17:10-17:50 (add to calendar) 02NJonathan CarlsonThe Emergence of General AI in BiomedicineTransMed: Translational Medicine Informatics & ApplicationsThe fundamental breakthrough of generative AI is the ability to automatically learn, extract, express, and reason over concepts. And not just concepts [...]
22 July 17:20-17:40 (add to calendar) 03BGabriel CiaIn silico design of stable single-domain antibodies with high affinity3DSIG: Structural Bioinformatics and Computational BiophysicsMonoclonal antibodies are rapidly becoming a standard drug format in the pharmaceutical industry, but current immunization-based methods for antibody [...]
22 July 17:20-17:40 (add to calendar) 04ABAntonio ColleseiSHISMA: Shape-driven inference of significant celltype-specific subnetworks from time series single-cell transcriptomicsCSI: Computational Systems ImmunologyRecent advances in RNA sequencing technologies and the gradual decrease in costs have allowed to design serial experiments with time embeddings, even [...]
22 July 17:20-18:00 (add to calendar) 02FTine ClaeysMaking Proteomics AI-Ready: From Metadata Extraction to Biomarker DiscoveryCompMS: Computational Mass SpectrometryPublic proteomics repositories from ProteomeXchange hold a vast, largely untapped resource for biological discovery. However, reuse of public proteomi [...]
22 July 17:20-17:30 (add to calendar) 11BCPavitra SelvakumarPosition-specific evolution in transcription factor binding sites, and a fast likelihood calculation for the F81 modelEvolCompGen: Evolution & Comparative GenomicsTranscription factor binding sites (TFBS), like other DNA sequence, evolve via mutation and selection relating to their function. Models of nucleotide [...]
22 July 17:20-17:40 (add to calendar) 12M. Clara De Paolis KaluzaPresent and future of the critical assessment of protein function annotation algorithms (CAFA)Function: Gene and Protein Function AnnotationSince its launch in 2010, the Critical Assessment of Functional Annotation (CAFA) has brought together computational biologists, biocurators, and expe [...]
22 July 17:20-18:00 (add to calendar) 01BJan BaumbachQuantum computing for network medicine-based epistatic disease mechanism mining - Fake it till you make it?NetBio: Network BiologyMost heritable diseases are polygenic and yield complex disease mechanisms. To comprehend the underlying genetic architecture, it is crucial to discov [...]
22 July 17:20-17:40 (add to calendar) 01CKoichiro MajimaSpatiotemporal Variational Autoencoders for Continuous Single-Cell Tissue DynamicsSysMod: Computational Modeling of Biological SystemsSingle-cell spatial genomics provides unprecedented molecular insights, yet it still struggles to track both the spatial and temporal progression of t [...]
22 July 17:30-18:00 (add to calendar) 11BCConcluding remarksEvolCompGen: Evolution & Comparative Genomics
22 July 17:40-18:00 (add to calendar) 03BRakshanda SajeedAn improved deep learning model for immunogenic B epitope prediction3DSIG: Structural Bioinformatics and Computational BiophysicsThe recognition of B epitopes by B cells of the immune system initiates immune response that leads to production of antibodies to combat bacterial and [...]
22 July 17:40-17:45 (add to calendar) 04ABDivya SitaniUnraveling Immune Signatures of Whole-Cell vs. Acellular Pertussis Vaccine Priming through Multi-Omics Feature FusionCSI: Computational Systems ImmunologyEarly life vaccination with whole cell or acellular pertussis vaccines shapes long term immune trajectories that influence responses to booster immuni [...]
22 July 17:40-18:00 (add to calendar) 12Erva UlusoyProtHGT: Heterogeneous Graph Transformers for Automated Protein Function Prediction Using Biological Knowledge Graphs and Language ModelsFunction: Gene and Protein Function AnnotationAccurate functional annotation of proteins is crucial for understanding complex biological systems. As protein sequence data grows rapidly, experiment [...]
22 July 17:40-17:45 (add to calendar) 01CMarek KimmelComputational Modeling of Shortening and Reconstruction of TelomeresSysMod: Computational Modeling of Biological SystemsWe discuss a stochastic model of growth of a cell population of cultured yeast cells with gradually decaying chromosome endings called the telomeres, [...]
22 July 17:45-17:50 (add to calendar) 04ABBünyamin ŞenBepiCon: A Geometric Deep Learning Framework for Conformational B Cell Epitope PredictionCSI: Computational Systems ImmunologyAccurate and reliable prediction of B cell epitopes holds critical importance in immunology and vaccine development. While traditional experimental me [...]
22 July 17:45-17:50 (add to calendar) 01CJiachen LiTFvelo: gene regulation inspired RNA velocity estimationSysMod: Computational Modeling of Biological SystemsRNA velocity is closely related with cell fate and is an important indicator for the prediction of cell states with elegant physical explanation deriv [...]
22 July 17:50-18:00 (add to calendar) 03AClosing RemarksBOKR: Bio-Ontologies and Knowledge Representation
22 July 17:50-18:00 (add to calendar) 03AClosing RemarksBOSC: Bioinformatics Open Source Conference
22 July 17:50-17:55 (add to calendar) 04ABJonas SchuckNanoAIRR: full-length adaptive immune receptor profiling from Nanopore long-read sequencingCSI: Computational Systems ImmunologyCharacterizing the antigen receptor repertoire of adaptive immune cells in solid tumors is essential for understanding the dynamics of immune response [...]
22 July 17:50-18:00 (add to calendar) 01CClosing remarksSysMod: Computational Modeling of Biological SystemsThis concluding talk aims to briefly discuss the diversity of topics presented at the “Computational Modeling of Biological Systems” (SysMod) COSI tra [...]
22 July 18:00-19:30 (add to calendar) -Success Circles - Reinvented Networking where participants are grouped into small circles, each led by a knowledgeable facilitatorSpecial Track
23 July 08:40-09:00 (add to calendar) 01A-Morning Welcome and Keynote IntroductionDistinguished Keynotes
23 July 09:00-10:00 (add to calendar) 01ACharlotte DeaneBuilding the future of AI-driven structure-based drug discoveryDistinguished KeynotesThe development of new therapeutics typically takes many years and requires over $1bn in investment. Computational methods and in particular, machine [...]
23 July 11:20-11:40 (add to calendar) 03AMarcin JoachimiakKnowledge-Graph-driven and LLM-enhanced Microbial Growth PredictionsBOKR: Bio-Ontologies and Knowledge RepresentationPredicting microbial growth preferences has far-reaching impacts in biotechnology, healthcare, and environmental management. Cultivating microbes allo [...]
23 July 11:20-12:00 (add to calendar) 04ABDamian Dalle NogareBioimage analysis in the age of AI: lessons and a path forward from a core facility perspective.BioInfo-CoreIn recent years, much of the toolchain used in advanced bioimage analysis has become dominated by approaches relying on deep learning/artificial intel [...]
23 July 11:20-12:20 (add to calendar) 01CThomas RatteiGenome-based prediction of microbial traitsCAMDA: Critical Assessment of Massive Data AnalysisThe prediction of phenotypic traits from genomic information is an ongoing challenge in computational biology. Although the fundamental principles of [...]
23 July 11:20-13:00 (add to calendar) 02FCollaborationFestCollaborationFest
23 July 11:20-11:40 (add to calendar) 12Lynn SchrimlDisease Ontology Knowledgebase: A Global BioData hub for FAIR disease data discoveryELIXIR/NIH-ODSSDevelopment of long-term biodata resources, by design, depends on a stable data model with persistent identifiers, regular data releases, and reliable [...]
23 July 11:20-12:00 (add to calendar) 11AGabriela RusticiCross-Sector Collaboration in Bioinformatics and Data Science: Tackling Skill Development Challenges in Academia and IndustryEducation: Computational Biology and Bioinformatics Education and TrainingThe rapid evolution of bioinformatics and data science has created shared challenges for both academia and industry, particularly in developing essent [...]
23 July 11:20-12:20 (add to calendar) 01AValentina BoevaLearning variant effects on chromatin accessibility and 3D structure without matched Hi-C dataHiTSeq: High Throughput Sequencing Algorithms & ApplicationsChromatin interactions provide insights into which DNA regulatory elements connect with specific genes, informing the activation or repression of gene [...]
23 July 11:20-11:40 (add to calendar) 03BOpening Remarks & Framing the EcosystemInnovation at the Intersection: Industry's Role in Bioinformatics• Introduction of the ISCB Industry Advisory Council and session overview • Overview of the academia–industry–startup pipeline • Framing questions: Ho [...]
23 July 11:20-11:40 (add to calendar) 01BDongmin BangMixingDTA: Improved Drug-Target Affinity Prediction by Extending Mixup with Guilt-By-AssociationNetBio: Network BiologyDrug–Target Affinity (DTA) prediction is an important regression task for drug discovery, which can provide richer information than traditional drug-t [...]
23 July 11:20-12:00 (add to calendar) 11BCVera PancaldiExploring cellular plasticity: 4D epigenomes in the context of the tumour microenvironmentRegSys: Regulatory and Systems GenomicsOncogenesis is characterized by alterations in chromatin organization and the reactivation of unicellular phenotypes at both metabolic and transcripti [...]
23 July 11:20-11:30 (add to calendar) 02NIntroduction to iRNAiRNA: Integrative RNA Biology
23 July 11:30-12:10 (add to calendar) 02NSteven WestSequential verification of transcription by Integrator and RestrictoriRNA: Integrative RNA BiologyThe decision between productive elongation and premature termination of promoterproximal RNA polymerase II (RNAPII) is fundamental to metazoan gene re [...]
23 July 11:40-12:00 (add to calendar) 03AJovana KovacevicProDiGenIDB – a unified resource of disease-associated genes, their protein products, and intrinsic disorder annotationsBOKR: Bio-Ontologies and Knowledge RepresentationUnderstanding gene-disease associations is essential in biomedical research, yet relevant information is often distributed across multiple heterogeneo [...]
23 July 11:40-12:00 (add to calendar) 12Julia KoblitzIntegrating Data Treasures: Knowledge graphs of the DSMZ Digital DiversityELIXIR/NIH-ODSSThe DSMZ (German Collection of Microorganisms and Cell Cultures) hosts a wealth of biological data, covering microbial traits (BacDive), taxonomy (LPS [...]
23 July 11:40-12:00 (add to calendar) 03BStartup Ecosystems & Translational ScienceInnovation at the Intersection: Industry's Role in BioinformaticsExplore the early stages of innovation where research meets entrepreneurship. Speakers will discuss: • What makes a scientific idea “translatable” in [...]
23 July 11:40-12:00 (add to calendar) 01BNicoleta SimineaInteractome-based computational solutions to support personalized drug therapy decisions in glioblastomaNetBio: Network BiologyGlioblastoma is an aggressive cancer with a poor survival rate, and standard treatments often yield limited results. To explore personalized treatment [...]
23 July 12:00-12:20 (add to calendar) 03ASumyyah ToonsiCausal knowledge graph analysis identifies adverse drug effectsBOKR: Bio-Ontologies and Knowledge RepresentationMotivation: Knowledge graphs and structural causal models have each proven valuable for organizing biomedical knowledge and estimating causal effects, [...]
23 July 12:00-13:00 (add to calendar) 04ABThe rise of computational imagingBioInfo-CoreThanks in part to the popularity of spatial transcriptomics, many of us are now being faced with challenges that can be helped or solved with imaging [...]
23 July 12:00-12:20 (add to calendar) 12Mano MauryaMetabolomics Workbench: Data Sharing, Analysis and Integration at the National Metabolomics Data RepositoryELIXIR/NIH-ODSSThe National Metabolomics Data Repository (NMDR) was developed as part of the National Institutes of Health (NIH) Common Fund Metabolomics Program to [...]
23 July 12:00-12:20 (add to calendar) 11AAllissa DillmanBuilding Omics Skills through the CFDE Training CenterEducation: Computational Biology and Bioinformatics Education and TrainingThe Common Fund Data Ecosystem (CFDE) enables broad use of Common Fund data to advance scientific discovery. Five Centers integrate data, resources, a [...]
23 July 12:00-12:20 (add to calendar) 03BPublic-Private Partnerships and Career NavigationInnovation at the Intersection: Industry's Role in BioinformaticsFocus on later-stage collaborations and real-world applications. Panelists will cover: • How computational biology fuels industry R&D pipelines • Coll [...]
23 July 12:00-12:20 (add to calendar) 01BTerence EgbeloImproving Target-Adverse Event Association Prediction by Mitigating Topological Imbalance in Knowledge GraphsNetBio: Network BiologyDrug discovery faces high clinical failure rates due to adverse events (AEs) from both on- and off-target interactions. Biomedical knowledge graphs (K [...]
23 July 12:00-12:20 (add to calendar) 11BCYijie WangLeveraging Transcription Factor Physical Proximity for Enhancing Gene Regulation InferenceRegSys: Regulatory and Systems GenomicsMotivation: Gene regulation inference, a key challenge in systems biology, is crucial for understanding cell function, as it governs processes such as [...]
23 July 12:10-12:20 (add to calendar) 02NYuan GaoCIRI-Deep Enables Single-Cell and Spatial Transcriptomic Analysis of Circular RNAs with Deep LearningiRNA: Integrative RNA BiologyCircular RNAs (circRNAs) are a crucial yet relatively unexplored class of transcripts known for their tissue- and cell-type-specific expression patter [...]
23 July 12:20-12:40 (add to calendar) 03AErva UlusoyCROssBARv2: A Unified Biomedical Knowledge Graph for Heterogeneous Data Representation and LLM-Driven ExplorationBOKR: Bio-Ontologies and Knowledge RepresentationDeveloping effective therapeutics against prevalent diseases requires a deep understanding of molecular, genetic, and cellular factors involved in dis [...]
23 July 12:20-12:40 (add to calendar) 01CLeonid ChidelevitchThe Anti-Microbial Resistance Prediction Challenge - IntroductionCAMDA: Critical Assessment of Massive Data AnalysisThe AMR prediction challenge at CAMDA is now in its third year. This year's challenge on predicting AMR quantiatively (MIC values) as well as qualitat [...]
23 July 12:20-12:40 (add to calendar) 12Karamarie FechoBuilding sustainable solutions for federally-funded open-source biomedical tools and technologiesELIXIR/NIH-ODSSFederally-funded, open-source, biomedical tools and technologies often fail due to a lack of a business model for sustainability, which quickly leads [...]
23 July 12:20-12:40 (add to calendar) 11AAjay MishraFrom live webinar series to self-paced learning resource: Creating structured bioinformatics learning pathwaysEducation: Computational Biology and Bioinformatics Education and TrainingAs bioinformatics continues to advance and expand across life sciences research, learners often struggle to navigate complex topics without structured [...]
23 July 12:20-12:40 (add to calendar) 01ALaura D. MartensSpatial transcriptomics deconvolution methods generalize well to spatial chromatin accessibility dataHiTSeq: High Throughput Sequencing Algorithms & ApplicationsMotivation: Spatially resolved chromatin accessibility profiling offers the potential to investigate gene regulatory processes within the spatial cont [...]
23 July 12:20-12:40 (add to calendar) 03BFunding & Government Innovation StrategiesInnovation at the Intersection: Industry's Role in BioinformaticsReview some key areas of funding strategy aligning with innovation pipelines such as: • Navigating government and cross-sector funding channels • Emer [...]
23 July 12:20-12:40 (add to calendar) 01BJohannes KerstingA Nextflow Pipeline for Network-Based Disease Module Identification and Drug RepurposingNetBio: Network BiologyDisease modules provide unique insights into the mechanisms of complex diseases and lay the foundation for mechanistic drug repurposing. Algorithms fo [...]
23 July 12:20-12:40 (add to calendar) 11BCPanagiotis AlexioumiRBench: novel benchmark datasets for microRNA binding site prediction that mitigate against prevalent microRNA Frequency Class BiasRegSys: Regulatory and Systems GenomicsMotivation: MicroRNAs (miRNAs) are crucial regulators of gene expression, but the precise mechanisms governing their binding to target sites remain un [...]
23 July 12:20-12:40 (add to calendar) 02NJuseong KimEnhancing circRNA–miRNA Interaction Prediction with Structure-aware Sequence ModelingiRNA: Integrative RNA BiologyCircular RNAs (circRNAs) function as key post-transcriptional regulators by interacting with microRNAs (miRNAs) to modulate gene expression. These int [...]
23 July 12:40-12:45 (add to calendar) 03AGaladriel BrièreBenchmarking Data Leakage on Link Prediction in Biomedical Knowledge Graph EmbeddingsBOKR: Bio-Ontologies and Knowledge RepresentationIn recent years, Knowledge Graphs (KGs) have gained significant attention for their ability to organize massive biomedical knowledge into entities and [...]
23 July 12:40-13:00 (add to calendar) 01CAnton PashkovA Hybrid Pipeline for Feature Reduction, and Ordinal Classification to Predict Antimicrobial Resistance from Genetic ProfilesCAMDA: Critical Assessment of Massive Data AnalysisOne of the three challenges proposed by the Community of Interest Critical Assessment of Massive Data Analysis (CAMDA) involves predicting antimicrobi [...]
23 July 12:40-13:00 (add to calendar) 12Yongqun HeSEA CDM: An Ontology-Based Common Data Model for Standardizing and Integrating Biomedical Experimental Data in Vaccine ResearchELIXIR/NIH-ODSSWith the increasing volume of experimental data across biomedical fields, standardizing, sharing, and integrating heterogeneous experimental data has [...]
23 July 12:40-13:00 (add to calendar) 11ADusanka NikolicBreaking Down Barriers to Learning: Bioinformatics for Biologists Massive Open Online CoursesEducation: Computational Biology and Bioinformatics Education and TrainingBackground: To meet growing demand for training in core bioinformatics skills, we designed and delivered a free, two-part Massive Open Online Course ( [...]
23 July 12:40-13:00 (add to calendar) 01ATanmayee NarendraTowards Personalized Epigenomics: Learning Shared Chromatin Landscapes and Joint De-Noising of Histone Modification AssaysHiTSeq: High Throughput Sequencing Algorithms & ApplicationsEpigenetic mechanisms enable cellular differentiation and the maintenance of distinct cell-types. They enable rapid responses to external signals thro [...]
23 July 12:40-13:00 (add to calendar) 03BHow Industry & Academia Can Work Together in Computational Biology:Panel DiscussionInnovation at the Intersection: Industry's Role in Bioinformatics
23 July 12:40-13:00 (add to calendar) 01BSamuele FirmaniGraph Antiviral Target Explorer (GATE): predicting disease genes in viral infections with Message Passing Neural NetworksNetBio: Network BiologyRecent outbreaks of COVID‑19 and monkeypox (Mpox) underscore the need for scalable tools that can disentangle complex host‑virus‑drug interactions and [...]
23 July 12:40-13:00 (add to calendar) 11BCFlash Talk Session 1RegSys: Regulatory and Systems GenomicsSession with 4 short talks: Aryan Kamal - Transcriptional regulation of cell fate plasticity in hematopoiesis Damla Övek Baydar - Enhancing JASPAR a [...]
23 July 12:40-13:00 (add to calendar) 02NFlash talksiRNA: Integrative RNA Biology1-minute flash talks advertising iRNA posters [...]
23 July 12:45-12:50 (add to calendar) 03AMun Su KwonA machine learning framework for extracting and structuring biological pathway knowledge from scientific literatureBOKR: Bio-Ontologies and Knowledge RepresentationAdvances in text mining have significantly improved the accessibility of scientific knowledge from literature. However, a major challenge in biology a [...]
23 July 12:50-13:00 (add to calendar) 03APoster MadnessBOKR: Bio-Ontologies and Knowledge RepresentationEach accepted poster presenter is given up 1 minute to advertise their poster. [...]
23 July 14:00-14:20 (add to calendar) 03AYuyao SongScGOclust: leveraging gene ontology to find functionally analogous cell types between distant speciesBOKR: Bio-Ontologies and Knowledge RepresentationBasic biological processes are shared across animal species, yet their cellular mechanisms are profoundly diverse. Comparing cell-type gene expression [...]
23 July 14:00-15:00 (add to calendar) 04ABThe practical use of AI in coresBioInfo-CoreIt’s here and it’s being used. How do we use it to good effect, and how do we teach our collaborators to use it? This topic could include not only gen [...]
23 July 14:00-14:40 (add to calendar) 01CJack VaskaPredicting Antimicrobial Resistance Using Microbiome-Pretrained DNABERT2 and DBGWAS-Derived Genomic FeaturesCAMDA: Critical Assessment of Massive Data AnalysisAntimicrobial resistance (AMR) is an escalating public health threat, especially in hospitals where diverse resistance gene reservoirs have emerged. W [...]
23 July 14:00-16:00 (add to calendar) 02FCollaborationFestCollaborationFest
23 July 14:00-14:20 (add to calendar) 12Mallory FreebergThe Evolution of Ensembl: Scaling for Accessibility, Performance, and InteroperabilityELIXIR/NIH-ODSSEnsembl is an open platform that integrates publicly available genomics data across the tree of life, enabling activities spanning research to clinica [...]
23 July 14:00-14:20 (add to calendar) 11AFarzana RahmanAn educator framework for organizing Wikipedia editathons for computational biologyEducation: Computational Biology and Bioinformatics Education and TrainingMotivation Wikipedia is a vital open educational resource in computational biology; however, a significant knowledge gap exists between English and No [...]
23 July 14:00-14:20 (add to calendar) 01ANoor Pratap SinghAlevin-fry-atac enables rapid and memory frugal mapping of single-cell ATAC-Seq data using virtual colors for accurate genomic pseudoalignmentHiTSeq: High Throughput Sequencing Algorithms & ApplicationsUltrafast mapping of short reads via lightweight mapping techniques such as pseudoalignment has significantly accelerated transcriptomic and metagenom [...]
23 July 14:00-14:20 (add to calendar) 01BPiotr SliwaMultilayer Networks Identify Clinically Relevant Patient Endotypes in COVID-19 and SepsisNetBio: Network BiologyIntegrative analyses of multi-omic patient datasets are crucial to uncover disease subtypes, yet challenges arise from modality‑specific variability a [...]
23 July 14:00-14:20 (add to calendar) 11BCOluwatosin OluwadareUnicorn: Enhancing Single-Cell Hi-C Data with Blind Super-Resolution for 3D Genome Structure ReconstructionRegSys: Regulatory and Systems GenomicsMotivation: Single-cell Hi-C (scHi-C) data provide critical insights into chromatin interactions at individual cell levels, uncovering unique genomic [...]
23 July 14:00-14:20 (add to calendar) 02NÉtienne Fafard-CouturePredicting relevant snoRNA genes across any eukaryote genome using SnoBIRDiRNA: Integrative RNA BiologySmall nucleolar RNAs (snoRNAs) are a group of noncoding RNAs identified in all eukaryotes. In human, C/D box snoRNAs are the most prevalent class, dis [...]
23 July 14:20-14:40 (add to calendar) 03AFabien MauryIntegrating autoantibody-related knowledge in an ontology populated using a curated dataset from literatureBOKR: Bio-Ontologies and Knowledge RepresentationAutoimmune diseases (AIDs) are often characterized by the presence of autoantibodies (AAbs). But many of these diseases are rare and can be hard to di [...]
23 July 14:20-14:40 (add to calendar) 12Kate WarnerInsights from GlyGen in Developing Sustainable Knowledgebases with Well-Defined Infrastructure StacksELIXIR/NIH-ODSSGlyGen is a data integration and dissemination project for glycan and glycoconjugate related data, which retrieves information from multiple internati [...]
23 July 14:20-14:40 (add to calendar) 11APavlin G. PoličarAutomated Assignment Grading with Large Language Models: Insights From a Bioinformatics CourseEducation: Computational Biology and Bioinformatics Education and TrainingProviding students with individualized feedback through assignments is a cornerstone of education that supports their learning and development. Studie [...]
23 July 14:20-14:40 (add to calendar) 01AZahra Zare JousheghaniOarfish: Enhanced probabilistic modeling leads to improved accuracy in long read transcriptome quantificationHiTSeq: High Throughput Sequencing Algorithms & ApplicationsMotivation: Long read sequencing technology is becoming an increasingly indispensable tool in genomic and transcriptomic analysis. In transcriptomics [...]
23 July 14:20-14:40 (add to calendar) 01BChad MyersCytoscape Visualization Competition ResultsNetBio: Network Biology
23 July 14:20-14:40 (add to calendar) 11BCLaura RumpfPredicting gene-specific regulation with transcriptomic and epigenetic single-cell dataRegSys: Regulatory and Systems GenomicsTo gain insights into phenotype-specific gene regulation, we present our integrative analysis approach MetaFR harnessing single-cell epigenetic and tr [...]
23 July 14:20-14:40 (add to calendar) 02NXanthi Lida KatopodiCharting the dynamics of the tRNAome in health and disease with AMaNITAiRNA: Integrative RNA BiologyTransfer RNAs (tRNAs) play a pivotal role in decoding genetic information, determining which transcripts are highly and poorly translated at a given m [...]
23 July 14:40-15:00 (add to calendar) 03ACharlotte TumescheitOntology pre-training improves machine learning predictions of aqueous solubility and other metabolite propertiesBOKR: Bio-Ontologies and Knowledge RepresentationPredicting properties of small molecule metabolites from structures is a challenging task. Molecular language models have emerged as a highly performa [...]
23 July 14:40-15:00 (add to calendar) 01CAlper YurtsevenThe Antimicrobial Resistance Prediction ChallengeCAMDA: Critical Assessment of Massive Data AnalysisAntimicrobial Resistance (AMR) is an urgent threat to human health worldwide as microbes have developed resistance to even the most advanced drugs. In [...]
23 July 14:40-15:00 (add to calendar) 12Philip BloodFlexible Hybrid Cloud Infrastructure Enabling Innovative Use and Long-Term Sustainability of Biomolecular Data and Reference Maps in HuBMAP and SenNetELIXIR/NIH-ODSSWe have established two successful NIH Common Fund Data Ecosystem (CFDE) data repositories and coordinating centers supporting the Human BioMolecular [...]
23 July 14:40-15:00 (add to calendar) 11AAparna NathanTeaching LLM literacy improves AI-aided data analysis in a bioinformatics courseEducation: Computational Biology and Bioinformatics Education and TrainingLarge Language Model (LLM) tools (e.g., ChatGPT) are increasingly helping bioinformatics courses foster self-efficacy, personalize learning, and make [...]
23 July 14:40-15:00 (add to calendar) 01ALeonardo MorelliIdentification of interactions defining 3D chromatin folding from micro to meso-scaleHiTSeq: High Throughput Sequencing Algorithms & ApplicationsUnderstanding the structural principles of chromatin organization is a central challenge in computational epigenomics, largely due to the sparse, nois [...]
23 July 14:40-15:20 (add to calendar) 01BFiona BrinkmanMicrobiome multitudes and metadata madnessMICROBIOMEMicrobiome analysis is increasingly becoming a critical component of a wide range of health, agri-foods, and environmental studies. I will present cas [...]
23 July 14:40-15:20 (add to calendar) 01BFiona BrinkmanMicrobiome multitudes and metadata madnessNetBio: Network BiologyMicrobiome analysis is increasingly becoming a critical component of a wide range of health, agri-foods, and environmental studies. I will present cas [...]
23 July 14:40-15:00 (add to calendar) 11BCVitalii KleshchevnikovBiophysical deep learning resolves how TF and DNA sequence specify the genome state of every cell population in human embryogenesisRegSys: Regulatory and Systems GenomicsUnderstanding how interactions between transcription factors (TFs) and DNA sequence are orchestrated and give rise to the vast complexity of cell type [...]
23 July 14:40-15:00 (add to calendar) 02NLina MaIdentification and characterization of chromatin-associated long non-coding RNAs in humaniRNA: Integrative RNA BiologyChromatin-associated long non-coding RNAs (ca-lncRNAs) play crucial regulatory roles within the nucleus by preferentially binding to chromatin. Despit [...]
23 July 15:00-15:20 (add to calendar) 03AHande McGintyBuilding the Aging Biomarkers Ontology and Its Applications in Aging ResearchBOKR: Bio-Ontologies and Knowledge RepresentationAging is a complex biological process shaped by numerous biomarkers—such as cholesterol and blood sugar levels—that serve as measurable indicators of [...]
23 July 15:00-15:20 (add to calendar) 04ABKübra NarcıBenchmarking Variant-Calling Workflows: The nf-core/variantbenchmarking Pipeline within the GHGA FrameworkBioInfo-CoreThe nf-core/variantbenchmarking pipeline (https://github.com/nf-core/variantbenchmarking) is a versatile and comprehensive workflow designed to benchm [...]
23 July 15:00-15:20 (add to calendar) 04ABThomas RoderAssembly Curator: rapid and interactive consensus assembly generation for bacterial genomesBioInfo-CoreIntroduction Long-read sequencing technologies enable the generation of near-complete bacterial genome assemblies. However, no de novo assembler is pe [...]
23 July 15:00-15:20 (add to calendar) 01COwen VisserAntimicrobial Resistance Prediction via Binary Ensemble Classifier and Assessment of Variable ImportanceCAMDA: Critical Assessment of Massive Data AnalysisAntimicrobial resistance (AMR) presents a growing challenge to global health, driven by antibiotic overuse and the rapid evolution of resistant bacter [...]
23 July 15:00-15:20 (add to calendar) 01CDavid DankoA Highly Accurate Workflow for Inference of Antimicrobial Resistance from Genetic Data Based on Machine Learning and Global Data CurationCAMDA: Critical Assessment of Massive Data AnalysisNote: This abstract is paired with the prediction submission “Base Model, 2nd Submission (Biotia)” made by user gfidler from team Biotia on May 15, 20 [...]
23 July 15:00-15:20 (add to calendar) 12Martin BeracocheaProduction workflows and orchestration at MGnify, ELIXIR’s Core Data Resource for metagenomicsELIXIR/NIH-ODSSMGnify is a key resource for the assembly, analysis and archiving of microbiome-derived sequencing datasets. Designed to be interoperable with the Eur [...]
23 July 15:00-15:20 (add to calendar) 11AInimary Toby-OgundejiIntegrating Bioinformatics into Undergraduate Biology Education: Innovation, Experiential Learning, and Sustainable Program DesignEducation: Computational Biology and Bioinformatics Education and TrainingAs biology becomes increasingly data-driven, the integration of computational and quantitative skills into undergraduate life sciences education is es [...]
23 July 15:00-15:20 (add to calendar) 01ALiliana FloreaSpliSync: Genomic language model-driven splice site correction of long RNA readsHiTSeq: High Throughput Sequencing Algorithms & ApplicationsWe developed SpliSync, a deep learning method for accurate splice site correction in long read alignments. It combines a genomic language model, Hyena [...]
23 July 15:00-15:20 (add to calendar) 11BCSurag NairNona: A unifying multimodal masked modeling framework for functional genomicsRegSys: Regulatory and Systems GenomicsWe present Nona, a unifying multimodal masked modeling paradigm for functional genomics. Nona is a neural network model that operates on both DNA sequ [...]
23 July 15:00-15:10 (add to calendar) 02NLaura VeschettiToward a Computational Pipeline for Prokaryotic miRNAs: The Case of Pseudomonas aeruginosa in Lung DiseaseiRNA: Integrative RNA BiologyBackground: miRNAs are key regulators in eukaryotes, yet little is known about their existence and function in bacteria. Although various noncoding RN [...]
23 July 15:10-15:20 (add to calendar) 02NSofia KudashevaCharacterisation of the role of SNORD116 in RNA processing during cardiomyocyte differentiationiRNA: Integrative RNA BiologyDeletions of the SNORD116 small nucleolar RNA cluster result in Prader-Willi syndrome (PWS), a developmental disorder with a complex multisystem pheno [...]
23 July 15:20-15:40 (add to calendar) 03ARichard ScheuermannDiscovering cellular contributions to disease pathogenesis in the NLM Cell Knowledge NetworkBOKR: Bio-Ontologies and Knowledge RepresentationKnowledge about the role of genes in disease pathogenesis has been obtained from genetic and genome-wide association studies. The proteins encoded by [...]
23 July 15:20-15:40 (add to calendar) 04ABAdam GiessLong Read Sequencing at Genomics EnglandBioInfo-CoreAt Genomics England, in the Scientific R&D Team, we are evaluating the potential role of ‘long read’ technologies in clinical whole genome sequencing. [...]
23 July 15:20-15:40 (add to calendar) 04ABAnil S. ThankiAutonomous Single Cell Transcriptomics Analysis in Persist-seqBioInfo-CoreThe analysis of large-scale biological datasets poses considerable challenges, particularly in managing data complexity, ensuring reproducibility, and [...]
23 July 15:20-15:40 (add to calendar) 01CKinga ZielińskaThe Gut Microbiome Health Index Challenge - IntroductionCAMDA: Critical Assessment of Massive Data Analysis
23 July 15:20-15:40 (add to calendar) 12Robert SchulerA SCALE-Able Approach to Building “Hybrid” Repositories to Drive Sustainable, Data EcosystemsELIXIR/NIH-ODSSScientific discovery increasingly relies on the ability to acquire, curate, integrate, analyze, and share vast and varied datasets. For instance, adva [...]
23 July 15:20-15:40 (add to calendar) 11AAmanda Saravia-ButlerGeneLab for Colleges and Universities (GL4U): On-Demand Bioinformatics Training Using Space Biology Omics DataEducation: Computational Biology and Bioinformatics Education and TrainingThe NASA GeneLab project provides open access to space-relevant multi-omics data, hosted on the Open Science Data Repository (OSDR), which can be mine [...]
23 July 15:20-15:30 (add to calendar) 01AGhislain FievetadverSCarial: a toolkit for exposing classifier vulnerabilities in single-cell transcriptomicsHiTSeq: High Throughput Sequencing Algorithms & ApplicationsAdversarial attacks pose a significant risk to machine learning (ML) tools designed for classifying single-cell RNA-sequencing (scRNA-seq) data, with [...]
23 July 15:20-15:30 (add to calendar) 01BMarija DmitrijevaSpecies-level taxonomic profiling of Earth’s microbiomes with mOTUs4MICROBIOMEMicrobial communities are crucial to the health and functioning of diverse ecosystems on Earth. A key step in their analysis is taxonomic profiling, i [...]
23 July 15:20-15:40 (add to calendar) 11BCTatevik JalatyanSCRIMPy: Single Cell Replication Inference from Multiome data using PythonRegSys: Regulatory and Systems GenomicsThe cell cycle is a fundamental biological process crucial for an organism’s growth and development. Dysregulation of the cell cycle can lead to disea [...]
23 July 15:20-15:30 (add to calendar) 02NYaron OrensteinEpiCRISPR: Improving CRISPR/Cas9 on-target efficiency prediction by multiple epigenetic marks, high-throughput datasets, and flanking sequencesiRNA: Integrative RNA BiologyCRISPR/Cas9 has transformed gene editing, enabling targeted modification of genomic loci using a 20-nt guide RNA followed by an NGG motif. However, ed [...]
23 July 15:30-15:40 (add to calendar) 01ANetanya KeilQuality assessment of long read data in multisample lrRNA-seq experiments using SQANTI-readsHiTSeq: High Throughput Sequencing Algorithms & ApplicationsSQANTI-reads leverages SQANTI3, a tool for the analysis of the quality of transcript models, to develop a read-level quality control framework for rep [...]
23 July 15:30-15:40 (add to calendar) 01BAmine GhozlaneAccurate profiling of microbial communities for shotgun metagenomic sequencing with Meteor2MICROBIOMEThe characterization of complex microbial communities is a critical challenge in microbiome research. Metagenomic profiling has advanced to include ta [...]
23 July 15:30-15:40 (add to calendar) 02NStefano RoncelliEnhancing CRISPR/Cas9 Guide RNA Design Using Active Learning TechniquesiRNA: Integrative RNA BiologyCRISPR/Cas systems have significantly advanced genome editing, yet the precise design of guide RNAs (gRNAs) for optimal efficiency and specificity rem [...]
23 July 15:40-16:00 (add to calendar) 03ADaniel PuthawalaCat-VRS for Genomic Knowledge Curation: A Hyperintensional Representation Framework for FAIR Categorical VariationBOKR: Bio-Ontologies and Knowledge RepresentationCat-VRS: A FAIR catvar Standard Categorical variants (catvars)—such as “MET exon 14 skipping” and “TP53 loss”—are foundational to genomic knowledge, l [...]
23 July 15:40-16:00 (add to calendar) 04ABIris Diana YuAdvancing The Expression Atlas Resources: A Scalable Single-Cell Transcriptomics Pipeline to Facilitate Scientific DiscoveriesBioInfo-CoreThe Expression Atlas (https://www.ebi.ac.uk/gxa) and Single Cell Expression Atlas (https://www.ebi.ac.uk/gxa/sc) are EMBL-EBI knowledgebases for gene [...]
23 July 15:40-16:00 (add to calendar) 04ABAyushi AgrawalMixed effects models applied to single nucleus RNA-seq data identify cell types associated with animal level pathological trait of Alzheimer’s diseaseBioInfo-CoreApolipoprotein E4 (APOE4) is the strongest genetic risk factor for Alzheimer’s disease (AD). Although neuronal APOE4 expression is induced under condi [...]
23 July 15:40-16:00 (add to calendar) 04ABNatalie GillOptimizing Clustering Resolution for Multi-subject Single Cell StudiesBioInfo-CoreIncreasingly, single cell -omics analysis is being done on large cohorts of patients and model organisms and modularity based graph clustering algorit [...]
23 July 15:40-16:00 (add to calendar) 01CRafael Pérez EstradaIntegrating Taxonomic and Functional Features for Gut Microbiome Health IndexingCAMDA: Critical Assessment of Massive Data AnalysisAccurate characterization of the gut microbiome is essential for understanding its role in health and disease; however, while current indices such as [...]
23 July 15:40-15:50 (add to calendar) 12Fabio LiberanteFrom Platforms to Practice: How the ELIXIR Model Enables Impactful, Sustainable Biodata ResourcesELIXIR/NIH-ODSSBiodata resources are only as impactful as the ecosystems in which they operate. ELIXIR provides a coordinated European infrastructure that supports t [...]
23 July 15:40-16:00 (add to calendar) 11ANadiia KasianchukA Scalable Curriculum Model to Empower Rural Youth in Open Science Through Secondary Research and Peer-to-Peer CollaborationEducation: Computational Biology and Bioinformatics Education and TrainingThe Reuse Science School is a scalable, peer-oriented educational program designed to empower youth from rural and displaced communities in Ukraine th [...]
23 July 15:40-16:00 (add to calendar) 01AQian ShiTranscriptome Assembly at Single-Cell Resolution with BeaverHiTSeq: High Throughput Sequencing Algorithms & ApplicationsMotivation: The established single-cell RNA sequencing technologies (scRNA-seq) has revolutionized biological and biomedical research by enabling the [...]
23 July 15:40-15:50 (add to calendar) 01BShanfeng ZhuBenchmarking metagenomic binning tools on real datasets across sequencing platforms and binning modesMICROBIOMEMetagenomic binning is a culture-free approach that facilitates the recovery of metagenome-assembled genomes by grouping genomic fragments. However, t [...]
23 July 15:40-16:00 (add to calendar) 11BCJishnu DasUncovering Novel Cellular Programs and Regulatory Circuits Underlying Bifurcating Human B Cell StatesRegSys: Regulatory and Systems GenomicsB cells upon antigen encounter undergo activation followed by a bifurcation either into extrafollicular plasmablasts (PB) or into germinal center (GC) [...]
23 July 15:40-16:00 (add to calendar) 02NSyed Faraz AhmedSingle-base tiled screen reveals design principles of PspCas13b-RNA targeting and informs automated screening of potent targetsiRNA: Integrative RNA BiologyThe advancement of RNA therapeutics hinges on developing precise RNA-editing tools with high specificity and minimal off-target effects. We present a [...]
23 July 15:50-16:00 (add to calendar) 12Ishwar ChandramouliswaranNIH-ODSS Data Repository LandscapeELIXIR/NIH-ODSSThis talk will share about the NIH data repository landscape and associated program initiatives [...]
23 July 15:50-16:00 (add to calendar) 01BNils KleinböltingMetagenomics-Toolkit: The Flexible and Efficient Cloud-Based Metagenomics WorkflowMICROBIOMEThe metagenome analysis of complex environments with thousands of datasets, such as those available in the Sequence Read Archive, requires immense com [...]
23 July 16:40-17:40 (add to calendar) 03AIan HorrocksKnowledge Graphs: Theory, Applications and ChallengesBOKR: Bio-Ontologies and Knowledge RepresentationKnowledge Graphs have rapidly become a mainstream technology that combines features of databases and AI. In this talk I will introduce Knowledge Graph [...]
23 July 16:40-17:00 (add to calendar) 04ABHubert RehrauerGEO Uploader: Simplifying the data deposition in the GEO repositoryBioInfo-CoreIntroduction Making data FAIR is a key step in every research project. For NGS data there are the GEO and ENA repositories that provide long term stor [...]
23 July 16:40-17:00 (add to calendar) 04ABCarlos PrietoEnhancing Bioinformatics Workflows with Analytical Visualization ToolsBioInfo-CoreCurrent front end development technologies have enabled the development of new visual analytics tools. These methodologies allow data to be visualized [...]
23 July 16:40-17:00 (add to calendar) 04ABPatricia Carvajal-LópezCompetency framework profiles to reflect career progression within bioinformatics core facility scientistsBioInfo-CoreThere is an expanding need for specialised services from Bioinformatics Core Facilities (BCF). Providing services for these infrastructures requires h [...]
23 July 16:40-17:20 (add to calendar) 01CBuilding a Rare-Disease Microbiome Health Index: Integrating Gut Metagenomes, Synthetic PKU EHRs and Rare-Variant Profiles to Forecast Phenylalanine CrisesCAMDA: Critical Assessment of Massive Data AnalysisPhenylketonuria (PKU) is an autosomal recessive metabolic disorder characterized by deficient phenylalanine hydroxylase activity, leading to episodic [...]
23 July 16:40-18:00 (add to calendar) 02FCollaborationFestCollaborationFest
23 July 16:40-17:00 (add to calendar) 12Melissa HarrisonMeeting user expectations in a resource constrained environment: Europe PMC’s approachELIXIR/NIH-ODSSArtificial intelligence (AI), in particular generative AI, is rapidly changing the expectations of researchers and how they approach literature search [...]
23 July 16:40-17:00 (add to calendar) 11ANicola MulderCapacity Building for Pathogen Surveillance through Pathogen Genomics and Bioinformatics Training in AfricaEducation: Computational Biology and Bioinformatics Education and TrainingThe recent emergence and re-emergence of infectious diseases in Africa highlight the critical need for robust pathogen genomic surveillance systems ac [...]
23 July 16:40-17:00 (add to calendar) 01AElizabeth TsengBioinformatics analysis for long-read RNA sequencing: challenges and promisesHiTSeq: High Throughput Sequencing Algorithms & ApplicationsLong-read RNA sequencing has emerged as a powerful tool in transcriptomics, offering the ability to sequence full-length cDNAs—often exceeding 10 kb—w [...]
23 July 16:40-17:20 (add to calendar) 01BTBAMICROBIOME
23 July 16:40-17:00 (add to calendar) 11BCJacob SchreiberLedidi: Programmatic design and editing of cis-regulatory elementsRegSys: Regulatory and Systems GenomicsThe development of modern genome editing tools has enabled researchers to make such edits with high precision, but has left unsolved the problem of de [...]
23 July 16:40-17:20 (add to calendar) 02NRoser Vento-TormoGene regulation of human cell systemsiRNA: Integrative RNA BiologyThe study of human tissues requires a systems biology approach. Their development starts in utero and during adulthood, they change their organization [...]
23 July 17:00-18:00 (add to calendar) 04ABBreakout GroupsBioInfo-CoreOur unconferencing event - attendees will break into groups based on topics of interest to discuss further with other core members. [...]
23 July 17:00-17:20 (add to calendar) 12Mark HahnelCoopetition as a Catalyst for Researcher Engagement with Open DataELIXIR/NIH-ODSSThe NIH GREI (Generalist Repository Ecosystem Initiative) aims to enhance data sharing and reuse of NIH-funded research by fostering collaboration amo [...]
23 July 17:00-17:20 (add to calendar) 11AAlina FrolovaThe emerging ecosystem of competitive educational programs in bioinformatics in UkraineEducation: Computational Biology and Bioinformatics Education and TrainingCompetitive education in the areas of bioinformatics, computational biology, and biological data analysis has become a pass to the world of modern bio [...]
23 July 17:00-18:00 (add to calendar) 01AJonathan GökeQuantifying RNA Expression and Modifications using Long Read RNA-SeqHiTSeq: High Throughput Sequencing Algorithms & ApplicationsThe human genome contains instructions to transcribe more than 200,000 RNAs. However, many RNA transcripts are generated from the same gene, resulting [...]
23 July 17:00-17:20 (add to calendar) 11BCLaura GunsalusLilliput: Compact native regulatory element design with machine learning-guided miniaturizationRegSys: Regulatory and Systems GenomicsSize-limited gene therapy vectors require compact cell type-specific regulatory elements. Existing miniaturized sequences have been hand-selected and [...]
23 July 17:20-17:40 (add to calendar) 01CVincent MeiToward the Development of a Novel and Comprehensive Gut Health Index: An Ensemble Model Integrating Taxonomic and Functional ProfilesCAMDA: Critical Assessment of Massive Data AnalysisDiseases linked to the gut microbiome have been on the rise, which contributes to the rising cost of healthcare and worsening patient outcomes . Since [...]
23 July 17:20-17:40 (add to calendar) 12Eleni TzampatzopoulouEvaluating the Impact of Biodata Resources: Insights from EMBL-EBI’s Impact AssessmentsELIXIR/NIH-ODSSThe provision of open access data through biodata resources is a critical driver of breakthroughs in life sciences research, advances in clinical prac [...]
23 July 17:20-18:00 (add to calendar) 11APatricia Carvajal-LópezFostering communities of practice in bioinformatics education and trainingEducation: Computational Biology and Bioinformatics Education and TrainingCommunities of practice in bioinformatics education and training are essential, both for the technical training and professional development of bioinf [...]
23 July 17:20-17:40 (add to calendar) 01BWeimin WuDNABERT-S: Pioneering Species Differentiation with Species-Aware DNA EmbeddingsMICROBIOMEWe introduce DNABERT-S, a tailored genome model that develops species-aware embeddings to naturally cluster and segregate DNA sequences of different s [...]
23 July 17:20-18:00 (add to calendar) 11BCMafalda DiasWhat can the diversity of life of Earth teach us about disease?RegSys: Regulatory and Systems GenomicsBiological sequences across the tree of life reflect the cumulative effects of millions of years of evolution. Modelling variation in these sequences [...]
23 July 17:20-17:40 (add to calendar) 02NJacob MunroEdiSetFlow: A robust pipeline for RNA editing detection and differential analysis in bulk RNA-seqiRNA: Integrative RNA BiologyAdenosine-to-inosine (A-to-I) RNA editing is a post-transcriptional modification catalyzed by ADAR enzymes that can alter codons, splicing patterns, a [...]
23 July 17:40-17:45 (add to calendar) 03AMark StreerBridging Language Barriers in Bio-Curation: An LLM-Enhanced Workflow for Ontology Translation into JapaneseBOKR: Bio-Ontologies and Knowledge RepresentationSciBite’s ontology management and named entity recognition (NER) software relies on curated public ontologies to support data harmonization under FAIR [...]
23 July 17:40-18:00 (add to calendar) 01CDoroteya StaykovaTopology-Enabled Integration of Taxonomic and Functional Microbiome Profiles Reveals Distinct Subgroups in Healthy IndividualsCAMDA: Critical Assessment of Massive Data AnalysisHigh-throughput sequencing technologies have enabled detailed taxonomic and functional profiling of the human gut microbiome. However, integrating the [...]
23 July 17:40-18:00 (add to calendar) 01CEnsemble-Based Topic Selection for Text Classification via a Grouping, Scoring, and Modeling ApproachCAMDA: Critical Assessment of Massive Data AnalysisThe exponential growth in scientific literature, especially in biomedical domains, has intensified the need for effective automatic text classificatio [...]
23 July 17:40-18:00 (add to calendar) 12Alex BatemanBeyond Citations: Measuring the Economic and Scientific Impact of UniProt in the Biodata EcosystemELIXIR/NIH-ODSSThis talk presents a comprehensive cost-benefit analysis of UniProt, the universal protein resource that serves as a crucial catalogue for protein dat [...]
23 July 17:40-17:50 (add to calendar) 01BTatiana GurbichMGnify Genomes: generating richly annotated, searchable biome-specific genome cataloguesMICROBIOMEThe generation of metagenome-assembled genomes (MAGs) has become a routine method for studying microbiomes. With the growing availability of MAGs in p [...]
23 July 17:40-18:00 (add to calendar) 02NLiang HuangEnsembleDesign: Messenger RNA Design Minimizing Ensemble Free Energy via Probabilistic Lattice ParsingiRNA: Integrative RNA BiologyThe task of designing optimized messenger RNA (mRNA) sequences has received much attention in recent years thanks to breakthroughs in mRNA vaccines du [...]
23 July 17:45-17:50 (add to calendar) 03AFelix ShawEnabling FAIR Single-Cell RNAseq Data Management with COPOBOKR: Bio-Ontologies and Knowledge RepresentationWe present our work on establishing standards and tools for validating and submitting single-cell RNA sequencing (scRNA-seq) data and metadata using t [...]
23 July 17:50-17:55 (add to calendar) 03ASusheel VarmaCancer Complexity Knowledge Portal: A centralized web portal for finding cancer related data, software tools, and other resourcesBOKR: Bio-Ontologies and Knowledge RepresentationApplying artificial intelligence and machine learning to biomedical problems requires clean, high-quality data and reusable software tools. The Cancer [...]
23 July 17:50-18:00 (add to calendar) 01BJohanna von WachsmannRapid and Consistent Genome Clustering for Navigating Bacterial Diversity with Millions of GenomesMICROBIOMEThe exponential growth of bacterial genomic databases presents unprecedented challenges for researchers, with isolate genomes increasing from 661,405 [...]
23 July 17:55-18:00 (add to calendar) 03ACOSI Closing RemarksBOKR: Bio-Ontologies and Knowledge Representation
23 July 18:00-18:45 (add to calendar) -JPI Meet-UpSpecial Track
24 July 08:40-08:45 (add to calendar) 04ABOpeningBioVis: Biological Data Visualizations
24 July 08:40-09:40 (add to calendar) 01CSpiros DenaxasData, Diagnoses, and Discovery: Improving Healthcare through Electronic Health RecordsCAMDA: Critical Assessment of Massive Data AnalysisElectronic health records (EHRs) represent rich, multidimensional data generated through routine interactions within the healthcare system. These reco [...]
24 July 08:40-10:00 (add to calendar) 02FCollaborationFestCollaborationFest
24 July 08:40-09:00 (add to calendar) 03ADongmin BangADME-Drug-Likeness: Enriching Molecular Foundation Models via Pharmacokinetics-Guided Multi-Task Learning for Drug-likeness PredictionGenCompBio: General Computational BiologyRecent breakthroughs in AI-driven generative models enable the rapid design of extensive molecular libraries, creating an urgent need for fast and acc [...]
24 July 08:40-09:40 (add to calendar) 01ATobias MarschallPangenome based analysis of structural variationHiTSeq: High Throughput Sequencing Algorithms & ApplicationsBreakthroughs in long-read sequencing technology and assembly methodology enable the routine de novo assembly of human genomes to near completion. Suc [...]
24 July 08:40-09:00 (add to calendar) 01BJiayu ShangGiantHunter: Accurate detection of giant virus in metagenomic data using reinforcement-learning and Monte Carlo tree searchMICROBIOMEMotivation: Nucleocytoplasmic large DNA viruses (NCLDVs) are notable for their large genomes and extensive gene repertoires, which contribute to their [...]
24 July 08:40-09:20 (add to calendar) 11BCRoser Vento-Tormo“Gene regulation of human cell systems”RegSys: Regulatory and Systems Genomics“The study of human tissues requires a systems biology approach. Their development starts in utero and during adulthood, they change their organizatio [...]
24 July 08:40-09:00 (add to calendar) 03BIntroductionStewardship Critical Infrastructure
24 July 08:40-09:00 (add to calendar) 12Opening remarksText Mining: Text Mining for Healthcare and Biology
24 July 08:40-09:00 (add to calendar) 02NChristina KalkPrediction and validation of Split Open Reading Frames across cell typesiRNA: Integrative RNA BiologyBackground: Split Open Reading frames (Split-ORFs) exist on transcripts containing at least two open reading frames, each of which encodes a part of t [...]
24 July 08:45-09:40 (add to calendar) 04ABKay NieseltThe Visual Genome: An attempt to classify multi-omics visualizationBioVis: Biological Data VisualizationsOver the past decades, advances in biology and medicine—driven by high-throughput and high-resolution experimental methods—have underscored the critic [...]
24 July 09:00-09:20 (add to calendar) 03ANikhil BransonUnderstanding the Sources of Performance in Deep Drug Response Models Reveals Insights and ImprovementsGenCompBio: General Computational BiologyAnti-cancer drug response prediction (DRP) using cancer cell lines (CLs) is crucial in stratified medicine and drug discovery. Recently new deep learn [...]
24 July 09:00-09:10 (add to calendar) 01BFernando MeyerCAMI Benchmarking Portal: online evaluation and ranking of metagenomic softwareMICROBIOMEFinding appropriate software and parameter settings to process shotgun metagenome data is essential for meaningful metagenomic analyses. To enable obj [...]
24 July 09:00-09:20 (add to calendar) 03BAlex BatemanBeyond Citations: Measuring the Economic and Scientific Impact of UniProt in the Biodata EcosystemStewardship Critical InfrastructureThis talk presents a comprehensive cost-benefit analysis of UniProt, the universal protein resource that serves as a crucial catalogue for protein dat [...]
24 July 09:00-09:40 (add to calendar) 12Keynote - TBAText Mining: Text Mining for Healthcare and Biology
24 July 09:00-09:20 (add to calendar) 02NIlyes BaaliBridging the Gap: Recalibrating In-vitro Models for Accurate In-vivo RBP Binding PredictionsiRNA: Integrative RNA BiologyAccurate identification of RNA-binding protein (RBP) binding sites is essential for understanding post-transcriptional gene regulation. However, curre [...]
24 July 09:10-09:20 (add to calendar) 01BAlice McHardyCAMI community exchangeMICROBIOME
24 July 09:20-09:40 (add to calendar) 03AGwang-Hyeon YunFACT: Feature Aggregation and Convolution with Transformers for predicting drug classification codeGenCompBio: General Computational BiologyMotivation: Drug repositioning, identifying new therapeutic applications for existing drugs, can significantly reduce the time and cost involved in dr [...]
24 July 09:20-09:30 (add to calendar) 01BWenhuan ZengNanoGraph: Mapping Nanopore Squiggles to Graphs Enables Accurate Taxonomic AssignmentMICROBIOMENanopore sequencing technology offers long sequencing reads and real-time analysis capabilities, making it a powerful tool for addressing diverse ques [...]
24 July 09:20-09:40 (add to calendar) 11BCGary HuAnomaly Detection in Spatial Transcriptomics via Spatially Localized Density ComparisonRegSys: Regulatory and Systems GenomicsMotivation Perturbations in biological tissues – e.g. due to inflammation, disease, or drug treatment – alter the composition of cell types and cell s [...]
24 July 09:20-09:40 (add to calendar) 03BShoba RanganathanChallenges in biological data/infrastructure stewardship from an Asia-Pacific perspectiveStewardship Critical InfrastructureThe Asia-Pacific (APAC) region covers countries and territories in Australasia, East Asia, and Southeast Asia are often included. In a wider context, [...]
24 July 09:20-09:40 (add to calendar) 02NAdi GershonMulti-Tool Intron Retention Analysis in AutismiRNA: Integrative RNA BiologyIntron retention is an alternative splicing event in which introns remain in mature mRNA, altering protein isoforms or triggering transcript decay. Re [...]
24 July 09:30-09:40 (add to calendar) 01BAnupam GautamMEGAN7: Enhanced Optimization and Advanced Functionality for Metagenomic AnalysisMICROBIOMEMEGAN is a widely used, user-friendly tool for metagenomic analysis, suitable for long and short read data, and remains the only tool with a GUI inter [...]
24 July 09:40-10:00 (add to calendar) 04ABBum Chul KwonGENET: AI-Powered Interactive Visualization Workflows to Explore Biomedical Entity NetworksBioVis: Biological Data VisualizationsFormulating experimental hypotheses that test the association between SNPs and diseases involves logical reasoning derived from prior observations, fo [...]
24 July 09:40-10:00 (add to calendar) 01CDaniel VoskergianStage-Disease Grouping, Scoring, and Modeling for Predicting Diabetes Complications from Electronic Health RecordsCAMDA: Critical Assessment of Massive Data AnalysisDiabetes mellitus remains a major global health challenge, contributing significantly to morbidity, disability, and mortality. Accurate prediction of [...]
24 July 09:40-10:00 (add to calendar) 03AAnkitEfficient 3D kernels for molecular property predictionGenCompBio: General Computational BiologyThis paper addresses the challenge of incorporating 3-dimensional structural information in graph kernels for machine learning-based virtual screening [...]
24 July 09:40-10:00 (add to calendar) 01AMike VellaLatest advances in bioinformatics for Oxford Nanopore dataHiTSeq: High Throughput Sequencing Algorithms & ApplicationsOxford Nanopore Technologies has transformed genomics with real-time, long-read sequencing capable of detecting epigenetic modifications and structura [...]
24 July 09:40-09:50 (add to calendar) 01BFeargal RyanTaxSEA: Rapid Interpretation of Microbiome Alterations Using Taxon Set Enrichment Analysis and Public DatabasesMICROBIOMEMicrobial communities are essential regulators of ecosystem function, with their composition commonly assessed through DNA sequencing. Most current to [...]
24 July 09:40-10:00 (add to calendar) 11BCFlash Talk Session 2RegSys: Regulatory and Systems GenomicsSession with 4 short talks: Maxime Christophe - Interpretable deep learning reveals sequence determinants of nucleosome positioning in mammalian genom [...]
24 July 09:40-10:00 (add to calendar) 03BDeepak NairIndian Biological Data Centre: past, present and futureStewardship Critical InfrastructureThe Indian Biological Data Centre (IBDC) is the first digital repository mandated to archive and share all biological data generated in India. The IBD [...]
24 July 09:40-10:00 (add to calendar) 12Poster lightning talksText Mining: Text Mining for Healthcare and Biology
24 July 09:40-10:00 (add to calendar) 02NTimothy WarwickDetection of statistically robust interactions from diverse RNA-DNA ligation dataiRNA: Integrative RNA BiologyBackground: Chromatin-localized RNAs play key roles in gene regulation and nuclear architecture. Genome-wide RNA-DNA interactions can be mapped using [...]
24 July 09:50-10:00 (add to calendar) 01BJunhua LiSinProVirP: a Signature Protein-based Approach for Accurate and Efficient Profiling of the Human Gut ViromeMICROBIOMEThe human gut virome represents a critical yet underexplored microbial component that regulates bacterial communities, modulates host immunity, and ma [...]
24 July 11:20-11:40 (add to calendar) 04ABOlaitan I. AweProstruc: an open-source tool for 3D structure prediction using homology modelingBioVis: Biological Data VisualizationsHomology modeling is a widely used computational technique for predicting the three-dimensional (3D) structures of proteins based on known templates,e [...]
24 July 11:20-12:00 (add to calendar) 01CAntti HonkelaBenchmarking for Better Private AlgorithmsCAMDA: Critical Assessment of Massive Data AnalysisResponsible application of machine learning (ML) on sensitive health and genetic data requires privacy-preserving algorithms to ensure that the data a [...]
24 July 11:20-13:00 (add to calendar) 02FCollaborationFestCollaborationFest
24 July 11:20-11:40 (add to calendar) 03ATanveer AhmadHaplotype-specific copy number profiling of cancer genomes from long reads sequencing dataGenCompBio: General Computational BiologyAttached as PDF [...]
24 July 11:20-11:40 (add to calendar) 01AMikaël SalsonCREMSA: Compressed Indexing of (Ultra) Large Multiple Sequence AlignmentsHiTSeq: High Throughput Sequencing Algorithms & ApplicationsRecent viral outbreaks motivate a systematic collection of pathogenic genomes, including a strong focus on genomic RNA, in order to accelerate their s [...]
24 July 11:20-11:40 (add to calendar) 01BConrad TestagroseLeveraging Large Language Models to Predict Antibiotic Resistance in Mycobacterium tuberculosisMICROBIOMEAntibiotic resistance in Mycobacterium tuberculosis (MTB) poses a significant challenge to global public health. Rapid and accurate prediction of anti [...]
24 July 11:20-11:40 (add to calendar) 11BCUthsav ChitraGASTON-Mix: a unified model of spatial gradients and domains using spatial mixture-of-expertsRegSys: Regulatory and Systems GenomicsMotivation: Gene expression varies across a tissue due to both the organization of the tissue into spatial domains, i.e. discrete regions of a tissue [...]
24 July 11:20-11:40 (add to calendar) 03BJulio Collado VidesA Proposal on top of FAIR: Quality of Knowledge Representation (QKR)Stewardship Critical InfrastructureThe FAIR (Findable, Accessible, Interoperable, and Reusable ) principles define the current standard for data representation. However, there is still [...]
24 July 11:20-11:40 (add to calendar) 12Noam H. RotenbergRepresentations of Cells in the Biomedical Literature: First Look at the NLM CellLink CorpusText Mining: Text Mining for Healthcare and BiologySingle-cell technologies are enabling the discovery of many novel cell phenotypes, but this growing body of knowledge remains fragmented across the sc [...]
24 July 11:20-13:00 (add to calendar) 11AExchanging experience and use cases of working cross-sectorWEB: Workshop on Education for BioinformaticsThe panel will share and explore their experiences of organising and delivering across industry,clinical and academic sectors. Highlighting both the c [...]
24 July 11:20-11:50 (add to calendar) 02NBlake SweeneyBuilding the future of RNA toolsiRNA: Integrative RNA BiologyFrom the epitranscriptome and 3D structure prediction to large language models, RNA science is experiencing a transformative shift. Recent advances in [...]
24 July 11:40-12:00 (add to calendar) 04ABZeynep H. GümüşClusterChirp: A GPU-Accelerated Web Platform for AI-Supported Interactive Exploration of High-Dimensional Omics DataBioVis: Biological Data VisualizationsModern omics technologies generate high-dimensional datasets that overwhelm traditional visualization tools, requiring computational tradeoffs that r [...]
24 July 11:40-12:00 (add to calendar) 03APushpa ItagiMulti-omics and liquid biopsy profiling of rapid autopsies reveals evolutionary dynamics and heterogeneity in metastatic bladder cancerGenCompBio: General Computational BiologyThe extensive molecular, transcriptomic and genomic complexity of metastatic bladder cancer (mBLCA) significantly complicates clinical management. App [...]
24 July 11:40-12:00 (add to calendar) 01ANicola RizzoExploiting uniqueness: seed-chain-extend alignment on elastic founder graphsHiTSeq: High Throughput Sequencing Algorithms & ApplicationsSequence-to-graph alignment is a central challenge of computational pangenomics. To overcome the theoretical hardness of the problem, state-of-the-art [...]
24 July 11:40-11:50 (add to calendar) 01BJohannes SoedingDe novo discovery of conserved gene clusters in microbial genomes with SpacedustMICROBIOMEMetagenomics has revolutionized environmental and human-associated microbiome studies. However, the limited fraction of proteins with known biological [...]
24 July 11:40-12:00 (add to calendar) 11BCMerle StahlRefinement Strategies for Tangram for Reliable Single-Cell to Spatial MappingRegSys: Regulatory and Systems GenomicsMotivation: Single-cell RNA sequencing (scRNA-seq) provides comprehensive gene expression data at a single-cell level but lacks spatial context. In co [...]
24 July 11:40-12:00 (add to calendar) 03BPerspectives on biological knowledgebase management and the advent of AIStewardship Critical Infrastructure
24 July 11:40-12:00 (add to calendar) 12Connor GrannisContextualizing phenotypes in medical notes with small language modelsText Mining: Text Mining for Healthcare and BiologyAccurate phenotypic extraction from clinical notes is essential for precision medicine. While manual approaches are time-consuming and prone to bias, [...]
24 July 11:50-12:00 (add to calendar) 01BIlia OlkhovskiiNerpa 2: linking biosynthetic gene clusters to nonribosomal peptide structuresMICROBIOMENonribosomal peptides (NRPs) are clinically important molecules produced by microbial specialized enzymes encoded in biosynthetic gene clusters (BGCs) [...]
24 July 11:50-12:00 (add to calendar) 02NEtienne BoileauSci-ModoM: a quantitative database of transcriptome-wide high-throughput RNA modification sites promoting cross-disciplinary collaborative researchiRNA: Integrative RNA BiologyWe recently presented Sci-ModoM [1], the first next-generation RNome database offering a one-stop source for RNA modifications originating from state- [...]
24 July 12:00-12:20 (add to calendar) 04ABQianwen WangCan LLMs Bridge Domain and Visualization? A Case Study onHigh-Dimension Data Visualization in Single-Cell TranscriptomicsBioVis: Biological Data VisualizationsWhile many visualizations are built for domain users (biologists), understanding how visualizations are used in the domain has long been a challenging [...]
24 July 12:00-12:20 (add to calendar) 01CHakime ÖztürkThe Health Privacy Challenge - IntroductionCAMDA: Critical Assessment of Massive Data AnalysisThe Health Privacy Challenge, which is organized in the context of the European Lighthouse on Safe and Secure AI (ELSA, https://elsa-ai.eu/), explores [...]
24 July 12:00-12:20 (add to calendar) 03AOscar González VelascoUsing spatial transcriptomics to elucidate the primary site of Cancers of Unknown Primary (CUPs)GenCompBio: General Computational BiologyCancers of unknown primary (CUP) are a challenging group of poorly differentiated metastatic cancers, that due to its nature limited treatment options [...]
24 July 12:00-12:20 (add to calendar) 01AOndřej SladkýFroM Superstring to Indexing: a space-efficient index for unconstrained k-mer sets using the Masked Burrows-Wheeler Transform (MBWT)HiTSeq: High Throughput Sequencing Algorithms & ApplicationsThe exponential growth of DNA sequencing data calls for efficient solutions for storing and querying large-scale k-mer sets. While recent indexing app [...]
24 July 12:00-12:10 (add to calendar) 01BXiaoquan SuPhylo-Spec: a phylogeny-fusion deep learning model advances microbiome status identificationMICROBIOMEMotivation: The human microbiome is crucial for health regulation and disease progression, presenting a valuable opportunity for health state classifi [...]
24 July 12:00-12:20 (add to calendar) 11BCCassandra BurdziakEncoding single-cell chromatin landscapes as probability distributions with optimal transportRegSys: Regulatory and Systems GenomicsSingle-cell measurement of paired epigenetic and transcriptomic features is becoming routine, and promises to license more sophisticated models of gen [...]
24 July 12:00-12:20 (add to calendar) 03BPeter MaccallumDeveloping stewardship networks to sustain data, software and systemsStewardship Critical Infrastructure
24 July 12:00-12:20 (add to calendar) 12Danilo TomasoniCSpace: A concept embedding space for bio-medical applicationsText Mining: Text Mining for Healthcare and BiologyMotivation: The rise of transformer-based architectures dramatically improved our ability to analyze natural language. However, the power and flexibil [...]
24 July 12:00-12:10 (add to calendar) 02NA. Ercument CicekRNAtranslator: A Generative Language Model for Protein-Conditional RNA DesigniRNA: Integrative RNA BiologyProtein-RNA interactions are essential in gene regulation, splicing, RNA stability, and translation, making RNA a promising therapeutic agent for targ [...]
24 July 12:10-12:20 (add to calendar) 01BPetra MatyskovaBeyond Taxonomy and Function: Protein Language Models for Scalable Microbial RepresentationsMICROBIOMETraditional microbial representations based on taxonomy or functional annotations like KEGG Orthology (KOs) and OrthoFinder groups (OGs) suffer from l [...]
24 July 12:10-12:20 (add to calendar) 02NGiulia CantinimiRXplain: transformer-driven explainable microRNA target prediction leveraging isomiR interactionsiRNA: Integrative RNA BiologymicroRNAs (miRNAs) are short (~22 nt) RNA sequences key regulators of transcript expression. miRNAs bind to target mRNA sites to repress genes. isomiR [...]
24 July 12:20-12:40 (add to calendar) 04ABThomas C. SmitsAutomatic Generation of Natural Language Descriptions of Genomics Data Visualizations for Accessibility and Machine LearningBioVis: Biological Data VisualizationsAvailability of multimodal representations, i.e., visual and textual, is crucial for both information accessibility and construction of retrieval syst [...]
24 July 12:20-13:00 (add to calendar) 01CThe Health Privacy - panel discussionCAMDA: Critical Assessment of Massive Data Analysis
24 July 12:20-12:40 (add to calendar) 03AZeynep H. GümüşInherited genetic risk factors associated with young adult versus late-onset lung cancersGenCompBio: General Computational BiologyGenetics plays a key role in lung cancer risk. While lung cancer primarily affects older adults, incidence among young adults is increasing. However [...]
24 July 12:20-12:40 (add to calendar) 01ARoland FaureThe Alice assembler: dramatically accelerating genome assembly with MSR sketchingHiTSeq: High Throughput Sequencing Algorithms & ApplicationsThe PacBio HiFi technology and the R10.4 Oxford Nanopore flowcells are transforming the genomic world by producing for the first time long and accurat [...]
24 July 12:20-12:30 (add to calendar) 01BAli RahnavardGuided tokenizer enhances metagenomic language models performanceMICROBIOMETokenization is a critical step in adapting language models for genomic and metagenomic sequence analysis. Traditional tokenization methods—such as fi [...]
24 July 12:20-12:40 (add to calendar) 11BCLaura D. Martensscooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolutionRegSys: Regulatory and Systems GenomicsUnderstanding how regulatory sequences shape gene expression across individual cells is a fundamental challenge in genomics. Joint RNA-seq and epigeno [...]
24 July 12:20-12:40 (add to calendar) 03BTechnical DiscussionStewardship Critical Infrastructure
24 July 12:20-12:40 (add to calendar) 12Rahul BrahmaVectorSage: Enhancing PubMed Article Retrieval with Advanced Semantic SearchText Mining: Text Mining for Healthcare and BiologyThe exponential growth of academic literature has presented unprecedented opportunities and highlighted the need for advanced search methodologies for [...]
24 July 12:20-12:30 (add to calendar) 02NCho JoohyunDesigning functional RNA sequences using conditional diffusion modelsiRNA: Integrative RNA BiologyThe function of RNA is largely determined by its networks of protein-RNA interactions. A key challenge in RNA engineering is in designing the sequence [...]
24 July 12:30-12:40 (add to calendar) 01BDaniel Gómez-PérezREMAG: recovery of eukaryotic genomes from metagenomes using reference-free contrastive learningMICROBIOMEAssembly-based metagenomic approaches, including generation of metagenome‑assembled genome (MAG) catalogues, are pivotal for exploring and understandi [...]
24 July 12:30-13:00 (add to calendar) 02NThe future of RNA toolsiRNA: Integrative RNA Biology
24 July 12:40-13:00 (add to calendar) 04ABDaniel HusonSketch, capture and layout PhylogeniesBioVis: Biological Data VisualizationsPhylogenetic trees and networks play a central role in biology, bioinformatics, and mathematical biology, and producing clear, informative visualizati [...]
24 July 12:40-13:00 (add to calendar) 04ABMaik Wolfram-SchauertePhageExpressionAtlas - a comprehensive transcriptional atlas of phage infections of bacteriaBioVis: Biological Data VisualizationsBacteriophages (phages) are bacterial viruses that infect and lyse their hosts. Phages shape microbial ecosystems and have contributed essential tools [...]
24 July 12:40-13:00 (add to calendar) 03ACarlos AngelpC-SAC: Method for High-Resolution 3D Genome Reconstruction from Low-Resolution Hi-C DataGenCompBio: General Computational BiologyThe three-dimensional (3D) organization of the genome is crucial for gene regulation, with disruptions linked to various diseases. High-throughput Chr [...]
24 July 12:40-13:00 (add to calendar) 01ANoam TeyssierBINSEQ: A Family of High-Performance Binary Formats for Nucleotide SequencesHiTSeq: High Throughput Sequencing Algorithms & ApplicationsModern genomics routinely generates billions of sequencing records per run, typically stored as gzip-compressed FASTQ files. This format's inherent li [...]
24 July 12:40-12:50 (add to calendar) 01BTomas VinarFlexible Log-odds Homology Features for Plasmid IdentificationMICROBIOMEWe study the problem of plasmid identification in short-read assemblies of bacterial isolates. The goal is to classify individual contigs as coming fr [...]
24 July 12:40-13:00 (add to calendar) 11BCDante BolzanSoffritto: a deep-learning model for predicting high-resolution replication timingRegSys: Regulatory and Systems GenomicsMotivation: Replication Timing (RT) refers to the order by which DNA loci are replicated during S phase. RT is cell-type specific and implicated in ce [...]
24 July 12:40-13:00 (add to calendar) 12Melike AkkayaLarge Language Model Applications on the Uniprot Protein Sequence and Annotation DatabaseText Mining: Text Mining for Healthcare and BiologyEfficiently accessing and analyzing comprehensive biological datasets remains challenging due to traditional querying complexities. To address this, w [...]
24 July 12:50-13:00 (add to calendar) 01BPau Piera LindezAccurate plasmid reconstruction from metagenomics data using assembly-alignment graphs and contrastive learningMICROBIOMEPlasmids are extrachromosomal DNA molecules that enable horizontal gene transfer in bacteria, often conferring advantages such as antibiotic resistanc [...]
24 July 14:00-14:40 (add to calendar) 04ABSimon WarcholSEAL: Spatially-resolved Embedding Analysis with Linked Imaging DataBioVis: Biological Data VisualizationsDimensionality reduction techniques help analysts interpret complex, high-dimensional spatial datasets by projecting data attributes into two-dimensio [...]
24 July 14:00-14:40 (add to calendar) 04ABSwaathi KandasaamyNightingale - A collection of web components for visualizing protein related dataBioVis: Biological Data VisualizationsNightingale is an open-source web visualization library for rendering protein-related data including domains, sites, variants, structures, and interac [...]
24 July 14:00-14:40 (add to calendar) 04ABHuyen N. NguyenA Multimodal Search and Authoring System for Genomics Data VisualizationsBioVis: Biological Data VisualizationsWe present a database system for retrieving interactive genomics visualizations through multimodal search capabilities. Our system offers users flexib [...]
24 July 14:00-14:40 (add to calendar) 04ABTomasz KurowskiTersect Browser: characterising introgressions through interactive visualisation of large numbers of resequenced genomesBioVis: Biological Data VisualizationsIntrogressive hybridisation has long been a major source of genetic variation in plant genomes, and the ability to precisely identify and delimit inte [...]
24 July 14:00-14:20 (add to calendar) 01CAndrew WicksSynthetic genomic data generation through Differential Privacy-enhanced Non-Negative Matrix Factorization (DP-NMF)CAMDA: Critical Assessment of Massive Data AnalysisGeneration of synthetic genomics data is increasingly considered as a routine approach for safely sharing sensitive genomic datasets. While traditiona [...]
24 July 14:00-16:00 (add to calendar) 02FCollaborationFestCollaborationFest
24 July 14:00-14:20 (add to calendar) 03AFranziska GörtlerHIDE: Hierarchical cell-type DeconvolutionGenCompBio: General Computational BiologyMotivation: Cell-type deconvolution is a computational approach to infer cellular distributions from bulk transcriptomics data. Several methods have b [...]
24 July 14:00-14:20 (add to calendar) 01AYu-Hsiang TsengUltrafast and Ultralarge Multiple Sequence Alignments using TWILIGHTHiTSeq: High Throughput Sequencing Algorithms & ApplicationsMotivation: Multiple sequence alignment (MSA) is a fundamental operation in bioinformatics, yet existing MSA tools are struggling to keep up with the [...]
24 July 14:00-14:20 (add to calendar) 01BArnaud BelcourPredicting coarse-grained representations of biogeochemical cycles from metabarcoding dataMICROBIOMEMotivation: Taxonomic analysis of environmental microbial communities is now routinely performed thanks to advances in DNA sequencing. Determining the [...]
24 July 14:00-14:20 (add to calendar) 11BCYingying WeiDetection of Cell-type-specific Differentially Methylated Regions in Epigenome-Wide Association StudiesRegSys: Regulatory and Systems GenomicsDNA methylation at cytosine-phosphate-guanine (CpG) sites is one of the most important epigenetic markers. Therefore, epidemiologists are interested i [...]
24 July 14:00-14:20 (add to calendar) 03BChristophe DessimozThe missing link in FAIR data policy: data resourcesStewardship Critical InfrastructureOver the past decade, the FAIR principles which provide guidance in making data Findable, Accessible, Interoperable, and Reusable have transformed the [...]
24 July 14:00-14:20 (add to calendar) 12Caralyn ReisleHuman-AI Collaboration for Cancer Knowledge Verification: Insights from the CIViC-Fact DatasetText Mining: Text Mining for Healthcare and BiologyInterpretation of genomic findings remains one of the largest barriers to automation in processing precision oncology patient data due to the high lev [...]
24 July 14:00-16:00 (add to calendar) 11ADefining principles for working together on training and skills developmentWEB: Workshop on Education for BioinformaticsThis session will be split into two sections and will be run as a workshop gathering ideas and ways to move forward from the wider ISMB training commu [...]
24 July 14:00-14:40 (add to calendar) 02NYiliang DingDecoding RNA language in plantsiRNA: Integrative RNA BiologyRNA structure plays an important role in the post-transcriptional regulations of gene expression. Using in vivo RNA structure profiling methods, we ha [...]
24 July 14:20-14:40 (add to calendar) 01CSteven GolobSynthetic Data Generation for bulk RNA-seq Data: A CAMDA Health Challenge AnalysisCAMDA: Critical Assessment of Massive Data AnalysisOne of the major barriers to AI-driven medical discoveries is the limited availability of high-quality, accessible healthcare data. This is because me [...]
24 July 14:20-14:40 (add to calendar) 03AOsamu MutoRVINN: A Flexible Modeling for Inferring Dynamic Transcriptional and Post-Transcriptional Regulation Using Physics-Informed Neural NetworksGenCompBio: General Computational BiologyDynamic gene expression is controlled by transcriptional and post-transcriptional regulation. Recent studies on transcriptional bursting and buffering [...]
24 July 14:20-14:40 (add to calendar) 01AArseny ShurGreedyMini: Generating low-density DNA minimizersHiTSeq: High Throughput Sequencing Algorithms & ApplicationsMotivation: Minimizers are the most popular k-mer selection scheme in algorithms and data structures analyzing high-throughput sequencing (HTS) data. [...]
24 July 14:20-14:30 (add to calendar) 01BFlorian Plaza OñateCroCoDeEL: accurate control-free detection of cross-sample contamination in metagenomic dataMICROBIOMEMetagenomic sequencing provides profound insights into microbial communities, but it is often compromised by technical biases, including cross-sample [...]
24 July 14:20-14:40 (add to calendar) 11BCWeicai LongMutBERT: Probabilistic Genome Representation Improves Genomics Foundation ModelsRegSys: Regulatory and Systems GenomicsMotivation: Understanding the genomic foundation of human diversity and disease requires models that effectively capture sequence variation, such as s [...]
24 July 14:20-14:40 (add to calendar) 03BGuy CochraneSustaining global biodata: from resources to sustained infrastructureStewardship Critical InfrastructureJust as scientific data are essential for life science and biomedical research, the databases, services and tools that enable scientists to safeguard, [...]
24 July 14:20-14:40 (add to calendar) 12Tiffany TaNamed entity recognition and relationship extraction to mine minimum inhibitory concentration of antibiotics from biomedical textText Mining: Text Mining for Healthcare and BiologyAntimicrobial resistance (AMR) poses a global public health threat, undermining modern medicine by diminishing the effectiveness of antibiotics for tr [...]
24 July 14:30-14:40 (add to calendar) 01BSebastien RaguideauLongflow: A comprehensive end-to-end solution for long-read metagenomics.MICROBIOMETransitioning from short-read to long-read sequencing in metagenomics requires methodological refinements. We present Longflow, a versatile pipeline t [...]
24 July 14:40-15:40 (add to calendar) 04ABIngrid HotzVisual Data Analysis Research in Biomedical Applications: Navigating the Line Between Scientific Novelty and Practical ImpactBioVis: Biological Data VisualizationsVisualization has a long-standing tradition in biomedical research, yet its potential as a tool for data exploration and analytical reasoning remains [...]
24 July 14:40-15:00 (add to calendar) 01CPatrick McKeeverComparison of Single Cell RNA Synthetic Data Generators: A CAMDA Health Challenge AnalysisCAMDA: Critical Assessment of Massive Data AnalysisSingle cell RNA sequencing has a wide range of applications in medical research, allowing researchers to identify distinct cell types and consider the [...]
24 July 14:40-15:00 (add to calendar) 01CJules KreuerNoisyDiffusion: Privacy Preserving Synthetic Gene Expression Data GenerationCAMDA: Critical Assessment of Massive Data AnalysisGenerating synthetic gene expression data has the potential to advance computational biology and health research by enabling broader access to data. H [...]
24 July 14:40-15:00 (add to calendar) 03ARobert PattonA deep learning framework for predicting single gene expression from cell-free DNAGenCompBio: General Computational BiologyLiquid biopsy derived circulating tumor DNA (ctDNA) profiling is increasingly used as a minimally invasive alternative to traditional biopsies. Epigen [...]
24 July 14:40-15:00 (add to calendar) 01AMehmet Alper YilmazLYCEUM: Learning to call copy number variants on low coverage ancient genomesHiTSeq: High Throughput Sequencing Algorithms & ApplicationsMotivation: Copy number variants (CNVs) are pivotal in driving phenotypic variation that facilitates species adaptation. They are significant contribu [...]
24 July 14:40-14:50 (add to calendar) 01BLuis Pedro CoelhoLong-reads metagenome-assembled genomes can be higher quality than reference genomes: the case of the Shanghai pet dog microbiome catalogMICROBIOMEWe present a comprehensive analysis of the gut microbiome of 50 pet dogs living in Shanghai (China). Both long-read and short-read sequencing methods [...]
24 July 14:40-15:00 (add to calendar) 11BCAbdul Muntakim RafiDetecting and avoiding homology-based data leakage in genome-trained sequence modelsRegSys: Regulatory and Systems GenomicsModels that predict function from DNA sequence have become critical tools in deciphering the roles of genomic sequences and genetic variation within t [...]
24 July 14:40-15:00 (add to calendar) 03BSusan GregurickNIH’s Strategic Vision for Data ScienceStewardship Critical Infrastructure
24 July 14:40-15:00 (add to calendar) 12Chih-Hsuan WeiEnhancing Biomedical Relation Extraction with DirectionalityText Mining: Text Mining for Healthcare and BiologyBiological relation networks contain rich information for understanding the biological mechanisms behind the relationship of entities such as genes, p [...]
24 July 14:40-15:00 (add to calendar) 02NBaudouin Seguineau de PrévalThe tangled dynamics of H/ACA snoRNAs to channel Pseudouridine Levels in the Human RibosomeiRNA: Integrative RNA BiologyThe human ribosome is densely decorated by 235—sometimes overlapping—modified nucleosides interspersing the 28S, 18S, and 5.8S ribosomal RNA (rRNA). T [...]
24 July 14:50-15:00 (add to calendar) 01BOleg RevaUse of Long-Read SMRT PacBio Sequencing for Detailed Genomic and Epigenetic Studies of Complex Microbial Communities in the Wheat Rhizosphere to Abiotic StressMICROBIOMEThe wheat rhizosphere harbours complex microbial communities essential for plant health and soil fertility. Traditional sequencing reveals microbial d [...]
24 July 15:00-15:20 (add to calendar) 01CSerghei MangulReusability of Public Omics Data Across 6 Million PublicationsCAMDA: Critical Assessment of Massive Data AnalysisOver the past two decades, public repositories like GEO and SRA have accumulated vast omics datasets, sparking a crucial discussion on secondary data [...]
24 July 15:00-15:20 (add to calendar) 01CSerghei MangulPre-publication sharing of omics data improves paper citationsCAMDA: Critical Assessment of Massive Data AnalysisAdvancements in omics technologies generate vast datasets, while public repositories facilitate their sharing, crucial for accelerating discovery, enh [...]
24 July 15:00-15:20 (add to calendar) 03AMAGPIE: Multi-modal alignment of genes and peaks for integrated exploration of spatial transcriptomics and spatial metabolomics dataGenCompBio: General Computational BiologyRecent developments in spatially resolved -omics have enabled studies linking gene expression and metabolite levels to tissue morphology, offering new [...]
24 July 15:00-15:20 (add to calendar) 01ALucrezia PatrunoPOPSICLE: a probabilistic method to capture uncertainty in single-cell copy-number callingHiTSeq: High Throughput Sequencing Algorithms & ApplicationsDuring tumour evolution, cancer cells acquire somatic copy-number alterations (CNAs), that are frequent genomic alterations resulting in the amplifica [...]
24 July 15:00-15:10 (add to calendar) 01BAnastasiia GrekovaproMGEflow: recombinase-based detection of mobile genetic elements in bacterial meta(genomes)MICROBIOMEMobile Genetic Elements (MGEs) are drivers of bacterial adaptation and can increase fitness of microbial communities in the changing environment. Yet [...]
24 July 15:00-15:20 (add to calendar) 11BCSusanne BornelövPredicting gene expression using millions of yeast promoters reveals cis-regulatory logicRegSys: Regulatory and Systems GenomicsGene expression is largely controlled by transcription factors and their binding and interactions in gene promoter regions. Early attempts to use deep [...]
24 July 15:00-15:20 (add to calendar) 03BPhil BourneYour Science Needs YouStewardship Critical InfrastructureWhat can you do as a graduate student, postdoc, professor, leader to address the scientific moment we find ourselves in? We will come with a few sugge [...]
24 July 15:00-15:20 (add to calendar) 12Daniela GaioMetadata extraction: Large Language Models (LLMs) to the rescueText Mining: Text Mining for Healthcare and BiologyIn this project, our research group embarked on an extensive effort to download and re-analyze all globally and publicly accessible metagenomic sample [...]
24 July 15:00-15:20 (add to calendar) 02NHamed NajafabadiMachine learning-guided isoform quantification in bulk and single-cell RNA-seq using joint short- and long-read modelingiRNA: Integrative RNA BiologyAccurate quantification of transcript isoforms is crucial for understanding gene regulation, functional diversity, and cellular behavior. Existing RNA [...]
24 July 15:10-15:20 (add to calendar) 01BBalazs ErdosExtracting host-specific developmental signatures from longitudinal microbiome dataMICROBIOMELongitudinal microbiome studies offer critical insights into microbial community dynamics, helping to distinguish true biological signals from interin [...]
24 July 15:20-15:40 (add to calendar) 01CYuexi GuHI-MGSyn: A Hypergraph and Interaction-aware Multi-Granularity Network for Predicting Synergistic Drug CombinationsCAMDA: Critical Assessment of Massive Data AnalysisMotivation: Drug combinations can not only enhance drug efficacy but also effectively reduce toxic side effects and mitigate drug resistance. With [...]
24 July 15:20-15:40 (add to calendar) 03AClemens KohlCAdir: Fast Clustering and Visualization of Single-Cell Transcriptomics Data by Direction in CA SpaceGenCompBio: General Computational BiologyClustering for single-cell RNA-seq aims at finding similar cells and grouping them into biologically meaningful clusters. Many available clustering al [...]
24 July 15:20-15:40 (add to calendar) 01AKendell ClementMutSuite: A Toolkit for Simulating and Evaluating Mutations in Aligned Sequencing ReadsHiTSeq: High Throughput Sequencing Algorithms & ApplicationsSimulated sequencing reads containing known mutations are essential for developing, testing, and benchmarking mutation detection tools. Most existing [...]
24 July 15:20-15:30 (add to calendar) 01BGijs SeltenComplex SynCom inoculations to study root community assemblyMICROBIOMEThe root microbiome is a complex system composed of millions of interacting microbes, some of which have plant-beneficial traits such as priming the p [...]
24 July 15:20-16:00 (add to calendar) 11BCLuca PinelloLearning the Regulatory Genome by Destruction and CreationRegSys: Regulatory and Systems GenomicsThe regulatory genome operates through a complex DNA language that controls gene expression. In this keynote, I will present two complementary approac [...]
24 July 15:20-16:00 (add to calendar) 03BOpen DiscussionStewardship Critical Infrastructure
24 July 15:20-15:40 (add to calendar) 12Shanfeng ZhuLarge-scale semantic indexing of Spanish biomedical literature using contrastive transfer learningText Mining: Text Mining for Healthcare and BiologyThe exponential growth of biomedical literature has made automatic indexing essential for advancing biomedical research. While automatic indexing has [...]
24 July 15:20-15:40 (add to calendar) 02NYoshihisa TanakaLong-read RNA sequencing unveils a novel cryptic exon in MNAT1 along with its full-length transcript structure in TDP-43 proteinopathyiRNA: Integrative RNA BiologyUnderstanding the role of transcript isoforms is crucial for dissecting disease mechanisms. TAR DNA binding protein-43 (TDP-43) is a key regulator of [...]
24 July 15:30-15:40 (add to calendar) 01BJulia C EngelmannSpatial and temporal variation of marine microbial interactions around the west Antarctic PeninsulaMICROBIOMEThe west Antarctic Peninsula (WAP) has experienced more dramatic increases in temperature due to climate change than the rest of the continent and the [...]
24 July 15:40-16:00 (add to calendar) 01CCAMDA TrophyCAMDA: Critical Assessment of Massive Data Analysis
24 July 15:40-16:00 (add to calendar) 01CClosing remarksCAMDA: Critical Assessment of Massive Data Analysis
24 July 15:40-16:00 (add to calendar) 01AJoao P. C. R. MendoncaLandscape of The Dark Genome’s variants and their influence on cancerHiTSeq: High Throughput Sequencing Algorithms & ApplicationsHuman endogenous retroviruses (HERVs) are remnants of ancient viral infections that now make up ~8% of the human genome. Although typically silenced, [...]
24 July 15:40-15:50 (add to calendar) 01BTess CherlinAssociations between Microbiome-Associated Variants and DiseasesMICROBIOMEHigh throughput sequencing, studies have investigated the microbiome’s association with diseases and genetic variants. We aimed to 1) extended previou [...]
24 July 15:40-16:00 (add to calendar) 12Enio GjergaReading papers: Extraction of molecular interaction networks with large language modelsText Mining: Text Mining for Healthcare and BiologyMotivation: Signalling occurs within and across cells and orchestrates essential cellular processes in complex tissues. Cell signalling involves sever [...]
24 July 15:40-15:50 (add to calendar) 02NTianyuan LiuTranscriptome Universal Single-isoform COntrol (TUSCO): A Framework for Evaluating Transcriptome QualityiRNA: Integrative RNA BiologyLong-read sequencing (LRS) platforms, such as Oxford Nanopore (ONT) and Pacific Biosciences (PacBio), enable comprehensive transcriptome analysis but [...]
24 July 15:50-16:00 (add to calendar) 01BWitold RudnickiDetecting Synergistic Associations in Microbial Communities via Multi-Dimensional Feature SelectionMICROBIOMEThe gut microbiome regulates host immunity, barrier function, and inflammatory processes. While many studies have identified individual taxa associate [...]
24 July 15:50-16:00 (add to calendar) 02NConcluding remarks and poster prizesiRNA: Integrative RNA Biology
24 July 16:20-18:00 (add to calendar) 01AFabian TheisDecoding cellular systems: From observational atlases to generative interventionsDistinguished KeynotesOver the past decade, the field of computational cell biology has undergone a transformation — from cataloging cell types to modeling how cells behave [...]
24 July 16:20-18:00 (add to calendar) -David BakerA Conversation with Nobel Laureate David Baker: Inspiration from a Life in ScienceDistinguished KeynotesThis special fireside chat features Nobel Laureate David Baker in a candid and inspiring conversation with Christine Orengo. Rather than exploring the [...]